October payrolls outlook stays well above actual print

Name: October payrolls outlook stays well above actual print
Creator: ClearMarket
Published: 2026-10-23T00:00:00.000Z
License: https://creativecommons.org/licenses/by/4.0/

Kalshi ladder

record: CMSIG2026102302 | category: momentum-repricing | target: CM-EVT-6CSLHX0K76 | published: 2026-10-23

4-bullet brief | narrative

Kalshi ladder market-implied range is 70,000-80,000 jobs for October, with 51% pricing above 70,000 and 45% above 80,000.
The reported 29,000 print sits far below the ladder's modal range, indicating the market had not priced in such a sharp miss before the report.
The 94% probability above -25,000 and 85% above zero are consistent with the positive print, but the distribution still badly overestimates actual job creation.
The companion unemployment rate ladder (CM-EVT-2X91TW50H2) prices 68% above 4.1%, consistent with the report's noted uptick in unemployment.

atomic briefs | structured for retrieval

[01] news_event

significance

surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market

story: The October payrolls report showed only 29,000 jobs added and a rising unemployment rate, sharply below consensus expectations.exa_search → Amelia Northam · as_of 2026-10-24T12:26:12+00:00
publisher: Amelia Northam
published_at: 2026-10-23T00:00:00.000Z
source_url: https://quantumnova.tech/news/us-job-growth-slowed-sharply-in-october-as-unemployment-ticked-up-weighing-on-markets-and-fed-outlook

[02] pm_response

interp: The Kalshi ladder resolves via the Bureau of Labor Statistics Employment Situation release; the wide gap between the market-implied median and the actual 29,000 print illustrates the ladder was positioned for a much stronger labor market outcome.llm_judge_cm_signal_v1

evaluation

News-cycle wires publish on coverage, not editorial selection — the day’s top stories matched to the prediction markets pricing them, so nothing is cherry-picked.

judge_engine: none — deterministic news-cycle scan
judge_verdict: auto_published
judge_confidence: n/a — no judge gate (deterministic publishing)
prompt_template: news_cycle_v1 github · auditable
match_method: entity_slug_match (mechanical)

citation graph

Every wire traces back to the ClearMarket event it is built on, and out to each venue’s own market page — so any figure here can be verified at its source.

internal

cm_event: /events/kxpayrolls-26oct/

external

venue_a: https://kalshi.com/markets/KXPAYROLLS-26OCT-T80000

programmatic access · four surfaces, same payload

AI grounded search reads embedded JSON-LD in HTML. Developers query REST. Agentic AI clients (Claude Desktop, Cursor) call MCP tools. AI crawlers index via /llms.txt. Same canonical record at every surface.

HTML	browsers, AI grounded search, crawlers (contains embedded JSON-LD `@type: Dataset`)	`https://clearmarket.fyi/signals/october-jobs-added-implied-70k-80k-range-kalshi-ladder-2026-10-23/`
JSON	REST API for developers	`https://clearmarket.fyi/signals/october-jobs-added-implied-70k-80k-range-kalshi-ladder-2026-10-23.json`
MCP	agentic AI tool call (Claude Desktop, Cursor, Continue)	`clearmarket.get_signal("october-jobs-added-implied-70k-80k-range-kalshi-ladder-2026-10-23")`
AGENT	AI crawler discovery index	`/llms.txt`

 PM data: platform APIs (hourly refresh). News context: retrieved with source citations. Editorial judgment: LLM judge with prompt template versioned per wire type. Per-claim provenance inline above; full per-field provenance map at the JSON endpoint under field_provenance.
  raw JSON record · same payload returned by REST endpoint
 {
  "$schema": "https://clearmarket.fyi/schema/signal/v1.json",
  "provenance_version": "0.2.0",
  "record_id": "CMSIG2026102302",
  "published_at": "2026-10-23T00:00:00.000Z",
  "detection": "news_cycle",
  "category_tag": "MOMENTUM_REPRICING",
  "secondary_tags": [],
  "pre_news_classification": "lagging",
  "target_event_id": "CM-EVT-6CSLHX0K76",
  "target_event_slug": "kxpayrolls-26oct",
  "event_question": "October 2026 nonfarm payrolls",
  "bullets": [
    "Kalshi ladder market-implied range is 70,000-80,000 jobs for October, with 51% pricing above 70,000 and 45% above 80,000.",
    "The reported 29,000 print sits far below the ladder's modal range, indicating the market had not priced in such a sharp miss before the report.",
    "The 94% probability above -25,000 and 85% above zero are consistent with the positive print, but the distribution still badly overestimates actual job creation.",
    "The companion unemployment rate ladder (CM-EVT-2X91TW50H2) prices 68% above 4.1%, consistent with the report's noted uptick in unemployment."
  ],
  "atomic_claims": [
    {
      "type": "news_event",
      "field_provenance": {
        "story": {
          "tier": "mediated",
          "method": "exa_search",
          "source": "Amelia Northam",
          "source_url": "https://quantumnova.tech/news/us-job-growth-slowed-sharply-in-october-as-unemployment-ticked-up-weighing-on-markets-and-fed-outlook",
          "retrieved_at": "2026-10-24T12:26:12+00:00"
        }
      },
      "significance": {
        "threshold": 5,
        "threshold_unit": "rank",
        "passed": true,
        "reason": "surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market"
      },
      "story": "The October payrolls report showed only 29,000 jobs added and a rising unemployment rate, sharply below consensus expectations.",
      "publisher": "Amelia Northam",
      "published_at": "2026-10-23T00:00:00.000Z",
      "source_url": "https://quantumnova.tech/news/us-job-growth-slowed-sharply-in-october-as-unemployment-ticked-up-weighing-on-markets-and-fed-outlook"
    },
    {
      "type": "pm_response",
      "field_provenance": {
        "notes": {
          "tier": "editorial",
          "method": "llm_judge_cm_signal_v1"
        }
      },
      "notes": "The Kalshi ladder resolves via the Bureau of Labor Statistics Employment Situation release; the wide gap between the market-implied median and the actual 29,000 print illustrates the ladder was positioned for a much stronger labor market outcome."
    }
  ],
  "evaluation": {
    "judge_engine": "none — deterministic news-cycle scan",
    "judge_verdict": "auto_published",
    "judge_confidence": null,
    "prompt_template": "news_cycle_v1"
  },
  "citations": {
    "internal": {
      "cm_event": "/events/kxpayrolls-26oct/",
      "related": []
    },
    "external": {
      "venue_a": "https://kalshi.com/markets/KXPAYROLLS-26OCT-T80000",
      "venue_b": null,
      "benchmark": null
    }
  },
  "sources": [
    {
      "label": "Amelia Northam: Weak October US payrolls (+29,000) and rising unemployment reshape mar",
      "url": "https://quantumnova.tech/news/us-job-growth-slowed-sharply-in-october-as-unemployment-ticked-up-weighing-on-markets-and-fed-outlook",
      "published_at": "2026-10-23T00:00:00.000Z",
      "retrieved_at": "2026-10-24T12:26:12+00:00"
    }
  ],
  "field_provenance": {
    "pm_data": "kalshi_api",
    "news_context": "exa_search",
    "editorial_judgment": "cm_signal_llm_judge"
  }
}
 
   PROVENANCE PROTOCOL v0.2 · [direct] venue api · [mediated] grounded web fetch + source url · [derived] computed from listed inputs · [editorial] versioned llm judgment · full spec /schema/provenance/v1

record CMSIG2026102302 published 2026-10-23T00:00:00.000Z signature sha256-3ab56fb713a… ← underlying event all signals →