Peak unemployment below 5 percent holds firm in pricing

Name: Peak unemployment below 5 percent holds firm in pricing
Creator: ClearMarket
Published: 2026-06-05T18:52:56.000Z
License: https://creativecommons.org/licenses/by/4.0/

Kalshi ladder

record: CMSIG2026060503 | category: momentum-repricing | target: CM-EVT-RBY62SKLC0 | published: 2026-06-05

4-bullet brief | narrative

Kalshi ladder implies peak unemployment stays below 5% before 2027; only 24% chance it hits 5% or above.
May's strong payrolls are consistent with a market that sees no near-term unemployment spike.
Above 6%, probabilities collapse to single digits, suggesting the market treats a severe labor deterioration as a tail event.
Resolves via Bureau of Labor Statistics unemployment data; highest monthly print before January 2027 determines outcome.

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: Despite 172,000 jobs added in May and a resilient labor market, many Americans remain frustrated by rising prices and limited wage gains.exa_search → pbs.org · as_of 2026-06-07T10:26:16+00:00
publisher: pbs.org
published_at: 2026-06-05T18:52:56.000Z
source_url: https://www.pbs.org/newshour/economy/u-s-job-market-is-strong-but-many-americans-still-frustrated-by-prospects-and-rising-prices

[02] pm_response

interp: Kalshi's distribution keeps peak unemployment pricing firmly below 5%, in line with consecutive months of above-forecast payroll gains.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/kxu3max-27/

external

venue_a: https://kalshi.com/markets/KXU3MAX-27-5

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/unemployment-peak-before-2027-kalshi-implies-below-5-2026-06-05/`
JSON	REST API for developers	`https://clearmarket.fyi/signals/unemployment-peak-before-2027-kalshi-implies-below-5-2026-06-05.json`
MCP	agentic AI tool call (Claude Desktop, Cursor, Continue)	`clearmarket.get_signal("unemployment-peak-before-2027-kalshi-implies-below-5-2026-06-05")`
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": "CMSIG2026060503",
  "published_at": "2026-06-05T18:52:56.000Z",
  "detection": "news_cycle",
  "category_tag": "MOMENTUM_REPRICING",
  "secondary_tags": [],
  "pre_news_classification": "concurrent",
  "target_event_id": "CM-EVT-RBY62SKLC0",
  "target_event_slug": "kxu3max-27",
  "event_question": "Peak U.S. unemployment rate before 2027",
  "bullets": [
    "Kalshi ladder implies peak unemployment stays below 5% before 2027; only 24% chance it hits 5% or above.",
    "May's strong payrolls are consistent with a market that sees no near-term unemployment spike.",
    "Above 6%, probabilities collapse to single digits, suggesting the market treats a severe labor deterioration as a tail event.",
    "Resolves via Bureau of Labor Statistics unemployment data; highest monthly print before January 2027 determines outcome."
  ],
  "atomic_claims": [
    {
      "type": "news_event",
      "field_provenance": {
        "story": {
          "tier": "mediated",
          "method": "exa_search",
          "source": "pbs.org",
          "source_url": "https://www.pbs.org/newshour/economy/u-s-job-market-is-strong-but-many-americans-still-frustrated-by-prospects-and-rising-prices",
          "retrieved_at": "2026-06-07T10:26:16+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": "Despite 172,000 jobs added in May and a resilient labor market, many Americans remain frustrated by rising prices and limited wage gains.",
      "publisher": "pbs.org",
      "published_at": "2026-06-05T18:52:56.000Z",
      "source_url": "https://www.pbs.org/newshour/economy/u-s-job-market-is-strong-but-many-americans-still-frustrated-by-prospects-and-rising-prices"
    },
    {
      "type": "pm_response",
      "field_provenance": {
        "notes": {
          "tier": "editorial",
          "method": "llm_judge_cm_signal_v1"
        }
      },
      "notes": "Kalshi's distribution keeps peak unemployment pricing firmly below 5%, in line with consecutive months of above-forecast payroll gains."
    }
  ],
  "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/kxu3max-27/",
      "related": []
    },
    "external": {
      "venue_a": "https://kalshi.com/markets/KXU3MAX-27-5",
      "venue_b": null,
      "benchmark": null
    }
  },
  "sources": [
    {
      "label": "pbs.org: U.S. job market is strong, but many Americans still frustrated by pros",
      "url": "https://www.pbs.org/newshour/economy/u-s-job-market-is-strong-but-many-americans-still-frustrated-by-prospects-and-rising-prices",
      "published_at": "2026-06-05T18:52:56.000Z",
      "retrieved_at": "2026-06-07T10:26:16+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 CMSIG2026060503 published 2026-06-05T18:52:56.000Z signature sha256-bdec605acc4… ← underlying event all signals →