Triple

T1377476
Position Surface form Disambiguated ID Type / Status
Subject James G. Blight E29257 entity
Predicate coAuthor P398 FINISHED
Object David A. Welch
David A. Welch is a Canadian political scientist and international relations scholar known for his work on foreign policy decision-making and international security.
E299992 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: David A. Welch | Statement: [James G. Blight, coAuthor, David A. Welch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David A. Welch
Context triple: [James G. Blight, coAuthor, David A. Welch]
  • A. David R. Francis
    David R. Francis was an American politician and diplomat who served as mayor of St. Louis, governor of Missouri, and U.S. ambassador to Russia in the late 19th and early 20th centuries.
  • B. Richard W. Smith
    Richard W. Smith is a member of the Smith family best known as a son of FedEx founder Frederick W. Smith.
  • C. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • D. David C. Hilmers
    David C. Hilmers is a former NASA astronaut and U.S. Marine Corps officer who flew on multiple Space Shuttle missions before later becoming a physician and academic.
  • E. Stephen F. Martin
    Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
  • 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: David A. Welch
Triple: [James G. Blight, coAuthor, David A. Welch]
Generated description
David A. Welch is a Canadian political scientist and international relations scholar known for his work on foreign policy decision-making and international security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David A. Welch
Target entity description: David A. Welch is a Canadian political scientist and international relations scholar known for his work on foreign policy decision-making and international security.
  • A. David R. Francis
    David R. Francis was an American politician and diplomat who served as mayor of St. Louis, governor of Missouri, and U.S. ambassador to Russia in the late 19th and early 20th centuries.
  • B. Richard W. Smith
    Richard W. Smith is a member of the Smith family best known as a son of FedEx founder Frederick W. Smith.
  • C. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • D. David C. Hilmers
    David C. Hilmers is a former NASA astronaut and U.S. Marine Corps officer who flew on multiple Space Shuttle missions before later becoming a physician and academic.
  • E. Stephen F. Martin
    Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c31602b8819087a57e8d390cae7a completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69afc61b715c81908bb4849b03617d85 completed March 10, 2026, 7:19 a.m.
NEDg Description generation batch_69afc92a15b08190a2bb49ecb8d297aa completed March 10, 2026, 7:32 a.m.
NED2 Entity disambiguation (via description) batch_69afc9a50f148190be1af8808fc55545 completed March 10, 2026, 7:35 a.m.
Created at: March 1, 2026, 7:59 p.m.