Triple

T19656515
Position Surface form Disambiguated ID Type / Status
Subject Gatlin E471958 entity
Predicate hasNotableBearer P458 FINISHED
Object James L. Gatlin
James L. Gatlin is an individual notable enough to be recognized as a namesake of the surname Gatlin, though specific widely known biographical details about him are not well documented.
E1463078 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 L. Gatlin | Statement: [Gatlin, hasNotableBearer, James L. Gatlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James L. Gatlin
Context triple: [Gatlin, hasNotableBearer, James L. Gatlin]
  • A. Thomas M. Gatlin
    Thomas M. Gatlin is an individual notable enough to be recognized as a bearer of the Gatlin surname, though specific widely known biographical details about him are not readily available.
  • B. William F. Jenkins
    William F. Jenkins, better known by his pen name Murray Leinster, was a pioneering American science fiction writer whose prolific career helped shape the genre in the early to mid-20th century.
  • C. Robert S. Kimbrough
    Robert S. Kimbrough is a NASA astronaut and retired U.S. Army colonel who has flown multiple Space Shuttle and International Space Station missions.
  • D. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • E. John L. McLucas
    John L. McLucas was an American aerospace engineer and defense official who served as Secretary of the Air Force and made significant contributions to aviation and space technology.
  • 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 L. Gatlin
Triple: [Gatlin, hasNotableBearer, James L. Gatlin]
Generated description
James L. Gatlin is an individual notable enough to be recognized as a namesake of the surname Gatlin, though specific widely known biographical details about him are not well documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James L. Gatlin
Target entity description: James L. Gatlin is an individual notable enough to be recognized as a namesake of the surname Gatlin, though specific widely known biographical details about him are not well documented.
  • A. Thomas M. Gatlin chosen
    Thomas M. Gatlin is an individual notable enough to be recognized as a bearer of the Gatlin surname, though specific widely known biographical details about him are not readily available.
  • B. William F. Jenkins
    William F. Jenkins, better known by his pen name Murray Leinster, was a pioneering American science fiction writer whose prolific career helped shape the genre in the early to mid-20th century.
  • C. Robert S. Kimbrough
    Robert S. Kimbrough is a NASA astronaut and retired U.S. Army colonel who has flown multiple Space Shuttle and International Space Station missions.
  • D. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • E. John L. McLucas
    John L. McLucas was an American aerospace engineer and defense official who served as Secretary of the Air Force and made significant contributions to aviation and space technology.
  • F. None of above.

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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64146539c8190813debb0d964bc23 completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0965c74be4819092c3bdbc2ac36aff completed May 17, 2026, 6:52 a.m.
NEDg Description generation batch_6a0966a973c88190a80dea4cac560614 completed May 17, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_6a09671c01a08190a9034fdb91119c3f completed May 17, 2026, 6:58 a.m.
Created at: April 10, 2026, 1:45 p.m.