Triple

T13964572
Position Surface form Disambiguated ID Type / Status
Subject Stephen Peck E335889 entity
Predicate employer P7 FINISHED
Object U.S.VETS
U.S.VETS is a nonprofit organization dedicated to providing housing, counseling, and supportive services to help military veterans successfully transition back into civilian life.
E1072553 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: U.S.VETS | Statement: [Stephen Peck, employer, U.S.VETS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S.VETS
Context triple: [Stephen Peck, employer, U.S.VETS]
  • A. VETS
    VETS is a U.S. Department of Labor agency that helps veterans, service members, and their families prepare for, find, and keep meaningful civilian employment.
  • B. Vet Centers
    Vet Centers are community-based counseling and support facilities that provide readjustment services to U.S. military veterans and their families.
  • C. VCA
    VCA is the IATA airport code for Can Tho International Airport, a major aviation hub in Vietnam’s Mekong Delta region.
  • D. CalVet
    CalVet is the state agency responsible for providing benefits, services, and support to military veterans and their families in California.
  • E. Veterinarian’s Hospital
    Veterinarian’s Hospital is a recurring parody sketch on The Muppet Show that spoofs medical dramas with comedic chaos in a hospital setting.
  • 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: U.S.VETS
Triple: [Stephen Peck, employer, U.S.VETS]
Generated description
U.S.VETS is a nonprofit organization dedicated to providing housing, counseling, and supportive services to help military veterans successfully transition back into civilian life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S.VETS
Target entity description: U.S.VETS is a nonprofit organization dedicated to providing housing, counseling, and supportive services to help military veterans successfully transition back into civilian life.
  • A. VETS
    VETS is a U.S. Department of Labor agency that helps veterans, service members, and their families prepare for, find, and keep meaningful civilian employment.
  • B. Vet Centers
    Vet Centers are community-based counseling and support facilities that provide readjustment services to U.S. military veterans and their families.
  • C. VCA
    VCA is the IATA airport code for Can Tho International Airport, a major aviation hub in Vietnam’s Mekong Delta region.
  • D. CalVet
    CalVet is the state agency responsible for providing benefits, services, and support to military veterans and their families in California.
  • E. Veterinarian’s Hospital
    Veterinarian’s Hospital is a recurring parody sketch on The Muppet Show that spoofs medical dramas with comedic chaos in a hospital setting.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7e24f08190ba939a8044860033 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d890d48190affd194b2439c271 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba7149cf08190942cc9b1f7f208f0 completed May 6, 2026, 8:39 p.m.
NED2 Entity disambiguation (via description) batch_69fba8fe11c881908662d8e8e1720ea4 completed May 6, 2026, 8:47 p.m.
Created at: April 9, 2026, 10:18 p.m.