Triple

T8186915
Position Surface form Disambiguated ID Type / Status
Subject James Fleming E191207 entity
Predicate hasVariant P455 FINISHED
Object Jim Fleming
Jim Fleming is a personal name commonly used as a familiar or shortened form of James Fleming, borne by various individuals across fields such as sports, politics, and the arts.
 E718043 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: Jim Fleming | Statement: [James Fleming, hasVariant, Jim Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jim Fleming
Context triple: [James Fleming, hasVariant, Jim Fleming]
  • A. John Flanagan
    John Flanagan was an American sculptor best known for designing the portrait of George Washington used on the U.S. quarter.
  • B. Michael Ferris
    Michael Ferris is an American screenwriter best known for co-writing major studio films such as "Terminator Salvation" and "The Net."
  • C. Michael Nolin
    Michael Nolin is an American film producer best known for his work on the acclaimed music drama "Mr. Holland's Opus."
  • D. Chris Schenkel
    Chris Schenkel was a prominent American sportscaster known for his long career covering football, bowling, and other major sporting events on national television.
  • E. Jim Fairchild
    Jim Fairchild is an American guitarist and songwriter best known for his work with the indie rock bands Grandaddy and Modest Mouse.
  • 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: Jim Fleming
Triple: [James Fleming, hasVariant, Jim Fleming]
Generated description
Jim Fleming is a personal name commonly used as a familiar or shortened form of James Fleming, borne by various individuals across fields such as sports, politics, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jim Fleming
Target entity description: Jim Fleming is a personal name commonly used as a familiar or shortened form of James Fleming, borne by various individuals across fields such as sports, politics, and the arts.
  • A. John Flanagan
    John Flanagan was an American sculptor best known for designing the portrait of George Washington used on the U.S. quarter.
  • B. Michael Ferris
    Michael Ferris is an American screenwriter best known for co-writing major studio films such as "Terminator Salvation" and "The Net."
  • C. Michael Nolin
    Michael Nolin is an American film producer best known for his work on the acclaimed music drama "Mr. Holland's Opus."
  • D. Chris Schenkel
    Chris Schenkel was a prominent American sportscaster known for his long career covering football, bowling, and other major sporting events on national television.
  • E. Jim Fairchild
    Jim Fairchild is an American guitarist and songwriter best known for his work with the indie rock bands Grandaddy and Modest Mouse.
  • 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_69ca82c5b6948190a583c096fb0a6c71 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4d9e01208190842170abf62d9afb completed March 31, 2026, 4:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cced7a109c819092d43d9e3cfc0706 completed April 1, 2026, 10:03 a.m.
NEDg Description generation batch_69ccf09b827881908e7fd7e9ff251674 completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd0579b6d08190a5c68d730e1c6284 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:41 p.m.