Triple

T4505153
Position Surface form Disambiguated ID Type / Status
Subject The Last of Us (TV series) E101314 entity
Predicate composer P1361 FINISHED
Object David Fleming
David Fleming is a film and television composer known for his work on high-profile projects including co-composing the score for HBO's adaptation of "The Last of Us."
E447652 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: David Fleming | Statement: [The Last of Us (TV series), composer, David Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Fleming
Context triple: [The Last of Us (TV series), composer, David Fleming]
  • A. David Farquharson
    David Farquharson was an architect known for designing South Hall.
  • B. Alan Fletcher
    Alan Fletcher is an Australian actor best known for his long-running role as Dr. Karl Kennedy on the soap opera "Neighbours."
  • C. James Dunn
    James Dunn was an American film and television actor best known for his Academy Award–winning supporting role in the 1945 drama "A Tree Grows in Brooklyn."
  • D. Colin Turnbull
    Colin Turnbull was a British anthropologist and writer best known for his influential ethnographic works on African societies, such as "The Forest People" and "The Mountain People."
  • E. David Semple
    David Semple was a British bacteriologist best known for developing an early anti-rabies vaccine while serving in the Indian Medical Service.
  • 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: David Fleming
Triple: [The Last of Us (TV series), composer, David Fleming]
Generated description
David Fleming is a film and television composer known for his work on high-profile projects including co-composing the score for HBO's adaptation of "The Last of Us."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Fleming
Target entity description: David Fleming is a film and television composer known for his work on high-profile projects including co-composing the score for HBO's adaptation of "The Last of Us."
  • A. David Farquharson
    David Farquharson was an architect known for designing South Hall.
  • B. Alan Fletcher
    Alan Fletcher is an Australian actor best known for his long-running role as Dr. Karl Kennedy on the soap opera "Neighbours."
  • C. James Dunn
    James Dunn was an American film and television actor best known for his Academy Award–winning supporting role in the 1945 drama "A Tree Grows in Brooklyn."
  • D. Colin Turnbull
    Colin Turnbull was a British anthropologist and writer best known for his influential ethnographic works on African societies, such as "The Forest People" and "The Mountain People."
  • E. David Semple
    David Semple was a British bacteriologist best known for developing an early anti-rabies vaccine while serving in the Indian Medical Service.
  • 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_69bd56fe17608190ae5dc27052b7c337 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f9961ac8190954b2d352d2319fb completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd705e0e848190a73e7ddb569f0e37 completed March 20, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69bd71b41664819091bd4f75d4634943 completed March 20, 2026, 4:11 p.m.
Created at: March 20, 2026, 1:01 p.m.