Triple

T4048021
Position Surface form Disambiguated ID Type / Status
Subject Graham family E84114 entity
Predicate notableMember P10 FINISHED
Object Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
 E527000 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: Stephen P. Graham | Statement: [Graham family, notableMember, Stephen P. Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen P. Graham
Context triple: [Graham family, notableMember, Stephen P. Graham]
  • A. Graham E. Cooke
    Graham E. Cooke is a British entrepreneur best known for creating and leading the World Travel Awards, a prominent global travel and tourism awards program.
  • B. David C. Evans
    David C. Evans was a pioneering American computer scientist and influential academic mentor known for his foundational contributions to computer graphics and systems research, including co-founding Evans & Sutherland.
  • C. Robert L. Stewart
    Robert L. Stewart is a former NASA astronaut and U.S. Army brigadier general best known as one of the first astronauts to perform an untethered spacewalk using the Manned Maneuvering Unit.
  • D. Gregory J. Hayes
    Gregory J. Hayes is an American business executive best known for leading major aerospace and defense companies, including serving as CEO of RTX (formerly Raytheon Technologies).
  • E. Peter W. Grayson
    Peter W. Grayson was a 19th-century Texas political figure and lawyer who played a significant role in the early history of the Republic of Texas.
  • 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: Stephen P. Graham
Triple: [Graham family, notableMember, Stephen P. Graham]
Generated description
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen P. Graham
Target entity description: Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
  • A. Graham E. Cooke
    Graham E. Cooke is a British entrepreneur best known for creating and leading the World Travel Awards, a prominent global travel and tourism awards program.
  • B. David C. Evans
    David C. Evans was a pioneering American computer scientist and influential academic mentor known for his foundational contributions to computer graphics and systems research, including co-founding Evans & Sutherland.
  • C. Robert L. Stewart
    Robert L. Stewart is a former NASA astronaut and U.S. Army brigadier general best known as one of the first astronauts to perform an untethered spacewalk using the Manned Maneuvering Unit.
  • D. Gregory J. Hayes
    Gregory J. Hayes is an American business executive best known for leading major aerospace and defense companies, including serving as CEO of RTX (formerly Raytheon Technologies).
  • E. Peter W. Grayson
    Peter W. Grayson was a 19th-century Texas political figure and lawyer who played a significant role in the early history of the Republic of Texas.
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb81040481909b22e4c445ecae0f completed March 9, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfd2366a3c819097391ad8731c21a8 completed March 22, 2026, 11:27 a.m.
NEDg Description generation batch_69bfd2b9290c819092ca7d3b29d8f39b completed March 22, 2026, 11:30 a.m.
NED2 Entity disambiguation (via description) batch_69bfd3180ac081908711bd893d811c84 completed March 22, 2026, 11:31 a.m.
Created at: March 9, 2026, 3:37 p.m.