Triple

T12269525
Position Surface form Disambiguated ID Type / Status
Subject PACT Act E292434 entity
Predicate honors P2354 FINISHED
Object Sergeant First Class Heath Robinson
Sergeant First Class Heath Robinson was an Ohio Army National Guard soldier and Iraq War veteran whose death from toxic exposure-related cancer inspired the naming of the PACT Act to improve healthcare and benefits for affected veterans.
E983212 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Sergeant First Class Heath Robinson | Statement: [PACT Act, honors, Sergeant First Class Heath Robinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sergeant First Class Heath Robinson
Context triple: [PACT Act, honors, Sergeant First Class Heath Robinson]
  • A. Sergeant Robbie Lewis
    Sergeant Robbie Lewis is the loyal and down-to-earth police sergeant who serves as Inspector Morse’s trusted partner in the long-running British detective series.
  • B. Technical Sergeant Mike Horvath
    Technical Sergeant Mike Horvath is a tough, loyal, and battle-hardened noncommissioned officer who serves as Captain John H. Miller’s right-hand man in the film "Saving Private Ryan."
  • C. Sergeant Dan Scott
    Sergeant Dan Scott is a fictional police detective and sidekick to DCI Tom Barnaby in the British crime drama series "Midsomer Murders."
  • D. Sgt. Joe Broadhurst
    Sgt. Joe Broadhurst is a supporting police sergeant character on the 1970s American television crime drama "McCloud."
  • E. Staff Sergeant Jonah E. Kelley
    Staff Sergeant Jonah E. Kelley was a highly decorated U.S. Army noncommissioned officer and World War II hero who received the Medal of Honor posthumously for his extraordinary bravery in combat.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sergeant First Class Heath Robinson
Triple: [PACT Act, honors, Sergeant First Class Heath Robinson]
Generated description
Sergeant First Class Heath Robinson was an Ohio Army National Guard soldier and Iraq War veteran whose death from toxic exposure-related cancer inspired the naming of the PACT Act to improve healthcare and benefits for affected veterans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sergeant First Class Heath Robinson
Target entity description: Sergeant First Class Heath Robinson was an Ohio Army National Guard soldier and Iraq War veteran whose death from toxic exposure-related cancer inspired the naming of the PACT Act to improve healthcare and benefits for affected veterans.
  • A. Sergeant Robbie Lewis
    Sergeant Robbie Lewis is the loyal and down-to-earth police sergeant who serves as Inspector Morse’s trusted partner in the long-running British detective series.
  • B. Technical Sergeant Mike Horvath
    Technical Sergeant Mike Horvath is a tough, loyal, and battle-hardened noncommissioned officer who serves as Captain John H. Miller’s right-hand man in the film "Saving Private Ryan."
  • C. Sergeant Dan Scott
    Sergeant Dan Scott is a fictional police detective and sidekick to DCI Tom Barnaby in the British crime drama series "Midsomer Murders."
  • D. Sgt. Joe Broadhurst
    Sgt. Joe Broadhurst is a supporting police sergeant character on the 1970s American television crime drama "McCloud."
  • E. Staff Sergeant Jonah E. Kelley
    Staff Sergeant Jonah E. Kelley was a highly decorated U.S. Army noncommissioned officer and World War II hero who received the Medal of Honor posthumously for his extraordinary bravery in combat.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdea6e881908e13f8259bad6ddc completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63eec11688190a317f9e692b23ca5 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6405f9f6481909bcc3b2e3deeae7e completed May 2, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:52 p.m.