Triple

T4502098
Position Surface form Disambiguated ID Type / Status
Subject Tom Fleming (actor) E101244 entity
Predicate birthName P65 FINISHED
Object Thomas Kelman Fleming
Thomas Kelman Fleming was a Scottish actor, director, and broadcaster known for his distinguished stage work and long-running commentary for major national events.
 E447294 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: Thomas Kelman Fleming | Statement: [Tom Fleming (actor), birthName, Thomas Kelman Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Kelman Fleming
Context triple: [Tom Fleming (actor), birthName, Thomas Kelman Fleming]
  • A. Peter Fleming
    Peter Fleming was a British travel writer, journalist, and adventurer, best known for his travel books and for his work as a wartime intelligence officer.
  • B. Stephen Fleming
    Stephen Fleming is a former New Zealand cricket captain and prominent coach known for his long-standing and successful tenure with the Chennai Super Kings in the Indian Premier League.
  • C. Michael Fleming
    Michael Fleming is a British author best known for writing the official biography of his uncle, James Bond creator Ian Fleming.
  • D. Andrew Fleming (film director)
    Andrew Fleming is an American film and television director, screenwriter, and producer best known for movies such as "The Craft," "Dick," and "Hamlet 2."
  • E. Andrew Fleming
    Andrew Fleming is an American film and television director, screenwriter, and producer known for works such as "The Craft," "Dick," and episodes of "Arrested Development."
  • 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: Thomas Kelman Fleming
Triple: [Tom Fleming (actor), birthName, Thomas Kelman Fleming]
Generated description
Thomas Kelman Fleming was a Scottish actor, director, and broadcaster known for his distinguished stage work and long-running commentary for major national events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Kelman Fleming
Target entity description: Thomas Kelman Fleming was a Scottish actor, director, and broadcaster known for his distinguished stage work and long-running commentary for major national events.
  • A. Peter Fleming
    Peter Fleming was a British travel writer, journalist, and adventurer, best known for his travel books and for his work as a wartime intelligence officer.
  • B. Stephen Fleming
    Stephen Fleming is a former New Zealand cricket captain and prominent coach known for his long-standing and successful tenure with the Chennai Super Kings in the Indian Premier League.
  • C. Michael Fleming
    Michael Fleming is a British author best known for writing the official biography of his uncle, James Bond creator Ian Fleming.
  • D. Andrew Fleming (film director)
    Andrew Fleming is an American film and television director, screenwriter, and producer best known for movies such as "The Craft," "Dick," and "Hamlet 2."
  • E. Andrew Fleming
    Andrew Fleming is an American film and television director, screenwriter, and producer known for works such as "The Craft," "Dick," and episodes of "Arrested Development."
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56fb2bec8190b74b6a49d9475514 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f90d6a4819085d911de5443f111 completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd71b00a2481909309765b6cc2e73d completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd727abda08190bdc1d6ea015f3e46 completed March 20, 2026, 4:14 p.m.
Created at: March 20, 2026, 1 p.m.