Triple

T12947717
Position Surface form Disambiguated ID Type / Status
Subject The Spectacular Now E309811 entity
Predicate producer P490 FINISHED
Object Tom McNulty
Tom McNulty is a film producer best known for his work on the acclaimed coming-of-age drama "The Spectacular Now."
E1012075 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: Tom McNulty | Statement: [The Spectacular Now, producer, Tom McNulty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom McNulty
Context triple: [The Spectacular Now, producer, Tom McNulty]
  • A. Val McNulty
    Val McNulty is a fictional character appearing in P. G. Wodehouse’s comic novel "The Mating Season."
  • B. James McNulty
    James McNulty is the full name of Jimmy McNulty, the fictional, rule-bending Baltimore homicide detective from the television series "The Wire."
  • C. Jeremiah Kincaid
    Jeremiah Kincaid is the young farm boy protagonist of Disney’s 1948 film "So Dear to My Heart," whose dreams and determination drive the story.
  • D. Rafe McCawley
    Rafe McCawley is a fictional American fighter pilot and one of the main protagonists in the World War II film "Pearl Harbor," portrayed by Ben Affleck.
  • E. Joel McAndrew
    Joel McAndrew is a New York–based hedge fund manager best known as the husband of English model and actress Agyness Deyn.
  • 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: Tom McNulty
Triple: [The Spectacular Now, producer, Tom McNulty]
Generated description
Tom McNulty is a film producer best known for his work on the acclaimed coming-of-age drama "The Spectacular Now."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom McNulty
Target entity description: Tom McNulty is a film producer best known for his work on the acclaimed coming-of-age drama "The Spectacular Now."
  • A. Val McNulty
    Val McNulty is a fictional character appearing in P. G. Wodehouse’s comic novel "The Mating Season."
  • B. James McNulty
    James McNulty is the full name of Jimmy McNulty, the fictional, rule-bending Baltimore homicide detective from the television series "The Wire."
  • C. Jeremiah Kincaid
    Jeremiah Kincaid is the young farm boy protagonist of Disney’s 1948 film "So Dear to My Heart," whose dreams and determination drive the story.
  • D. Rafe McCawley
    Rafe McCawley is a fictional American fighter pilot and one of the main protagonists in the World War II film "Pearl Harbor," portrayed by Ben Affleck.
  • E. Joel McAndrew
    Joel McAndrew is a New York–based hedge fund manager best known as the husband of English model and actress Agyness Deyn.
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e1c67b8819094e5243267f93ce2 completed April 10, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af75bc04819098d98c47fca48ac9 completed May 3, 2026, 2:14 a.m.
NEDg Description generation batch_69f6b02e3b9881909387c1f70176a1bd completed May 3, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69f6b121fdb881909a9a321794a3b8f1 completed May 3, 2026, 2:21 a.m.
Created at: April 9, 2026, 5:43 p.m.