Triple

T9104062
Position Surface form Disambiguated ID Type / Status
Subject Gray E218431 entity
Predicate hasNotableBearer P458 FINISHED
Object Graham Gray
Graham Gray is an individual notable enough to be recognized as a prominent bearer of the surname Gray, though specific widely known achievements or roles are not clearly established.
 E777113 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: Graham Gray | Statement: [Gray, hasNotableBearer, Graham Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graham Gray
Context triple: [Gray, hasNotableBearer, Graham Gray]
  • A. Douglas Gerrard
    Douglas Gerrard was an early 20th-century film actor and director who appeared in numerous silent-era productions.
  • B. Bryan Moore
    Bryan Moore is a television writer and producer best known for co-creating the Disney XD science-fiction comedy series "Lab Rats."
  • C. Brian Wilde
    Brian Wilde was an English character actor best known for his comedic roles in British television series such as "Last of the Summer Wine" and "Porridge."
  • D. David Williamson
    David Williamson is a prominent Australian playwright and screenwriter known for his influential work in theatre and film since the 1970s.
  • E. Nicholas Lea
    Nicholas Lea is a Canadian actor best known for his recurring role as Alex Krycek on the television series "The X-Files."
  • 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: Graham Gray
Triple: [Gray, hasNotableBearer, Graham Gray]
Generated description
Graham Gray is an individual notable enough to be recognized as a prominent bearer of the surname Gray, though specific widely known achievements or roles are not clearly established.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graham Gray
Target entity description: Graham Gray is an individual notable enough to be recognized as a prominent bearer of the surname Gray, though specific widely known achievements or roles are not clearly established.
  • A. Douglas Gerrard
    Douglas Gerrard was an early 20th-century film actor and director who appeared in numerous silent-era productions.
  • B. Bryan Moore
    Bryan Moore is a television writer and producer best known for co-creating the Disney XD science-fiction comedy series "Lab Rats."
  • C. Brian Wilde
    Brian Wilde was an English character actor best known for his comedic roles in British television series such as "Last of the Summer Wine" and "Porridge."
  • D. David Williamson
    David Williamson is a prominent Australian playwright and screenwriter known for his influential work in theatre and film since the 1970s.
  • E. Nicholas Lea
    Nicholas Lea is a Canadian actor best known for his recurring role as Alex Krycek on the television series "The X-Files."
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca56f1f10819091abadf7cd06c3a6 completed April 1, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01840d2488190a14d458aa181cc47 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d0196766248190aebda80cbd7d1eef completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d019d76d2481909118b163ce5713f2 completed April 3, 2026, 7:49 p.m.
Created at: March 30, 2026, 7:15 p.m.