Triple

T10077670
Position Surface form Disambiguated ID Type / Status
Subject Gray, Georgia E213810 entity
Predicate namedAfter P63 FINISHED
Object James Madison Gray
James Madison Gray was a prominent figure in Georgia’s history after whom the city of Gray, Georgia, was named.
 E838444 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: James Madison Gray | Statement: [Gray, Georgia, namedAfter, James Madison Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Madison Gray
Context triple: [Gray, Georgia, namedAfter, James Madison Gray]
  • A. James Shannon Murphy
    James Shannon Murphy is an individual known primarily as the child of Pamela Archer.
  • B. John Grant
    John Grant is the protagonist of the Australian film "Red Dog: True Blue," a young boy whose life is transformed through his friendship with the legendary red kelpie.
  • C. Jeff Fordham
    Jeff Fordham is a scheming, ambitious music executive on the television drama series "Nashville."
  • D. David McNally
    David McNally is a film director best known for helming the 2000 romantic musical drama "Coyote Ugly."
  • E. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • 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: James Madison Gray
Triple: [Gray, Georgia, namedAfter, James Madison Gray]
Generated description
James Madison Gray was a prominent figure in Georgia’s history after whom the city of Gray, Georgia, was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Madison Gray
Target entity description: James Madison Gray was a prominent figure in Georgia’s history after whom the city of Gray, Georgia, was named.
  • A. James Shannon Murphy
    James Shannon Murphy is an individual known primarily as the child of Pamela Archer.
  • B. John Grant
    John Grant is the protagonist of the Australian film "Red Dog: True Blue," a young boy whose life is transformed through his friendship with the legendary red kelpie.
  • C. Jeff Fordham
    Jeff Fordham is a scheming, ambitious music executive on the television drama series "Nashville."
  • D. David McNally
    David McNally is a film director best known for helming the 2000 romantic musical drama "Coyote Ugly."
  • E. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd02f47e08190bfeb641b202beecc completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29ad05bbc8190b103d66c9e786c86 completed April 5, 2026, 5:24 p.m.
NEDg Description generation batch_69d29ba6bf6c8190a5eb9fd5f8b6fcb3 completed April 5, 2026, 5:28 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7e1f0c8190890b1f4a245006a4 completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:59 p.m.