Triple

T7027550
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Dark of the Moon E163186 entity
Predicate producer P490 FINISHED
Object Tom DeSanto
Tom DeSanto is an American film producer and screenwriter best known for co-creating and producing major blockbuster franchises such as X-Men and Transformers.
E637564 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 DeSanto | Statement: [Transformers: Dark of the Moon, producer, Tom DeSanto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom DeSanto
Context triple: [Transformers: Dark of the Moon, producer, Tom DeSanto]
  • A. Philip D’Antoni
    Philip D’Antoni was an American film and television producer best known for gritty, realistic crime dramas such as "The French Connection" and "The Seven-Ups."
  • B. Hugh Addonizio
    Hugh Addonizio was an American politician who served as mayor of Newark, New Jersey during the 1960s and was later convicted on federal corruption charges.
  • C. Chris McDermott
    Chris McDermott is a notable individual whose surname, McDermott, is recognized in association with his name.
  • D. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • E. James Muro
    James Muro is an American cinematographer and Steadicam operator known for his dynamic camera work on films such as "Open Range" and his frequent collaborations with director Kevin Costner.
  • 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 DeSanto
Triple: [Transformers: Dark of the Moon, producer, Tom DeSanto]
Generated description
Tom DeSanto is an American film producer and screenwriter best known for co-creating and producing major blockbuster franchises such as X-Men and Transformers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom DeSanto
Target entity description: Tom DeSanto is an American film producer and screenwriter best known for co-creating and producing major blockbuster franchises such as X-Men and Transformers.
  • A. Philip D’Antoni
    Philip D’Antoni was an American film and television producer best known for gritty, realistic crime dramas such as "The French Connection" and "The Seven-Ups."
  • B. Hugh Addonizio
    Hugh Addonizio was an American politician who served as mayor of Newark, New Jersey during the 1960s and was later convicted on federal corruption charges.
  • C. Chris McDermott
    Chris McDermott is a notable individual whose surname, McDermott, is recognized in association with his name.
  • D. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • E. James Muro
    James Muro is an American cinematographer and Steadicam operator known for his dynamic camera work on films such as "Open Range" and his frequent collaborations with director Kevin Costner.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1fee32081908eff988b18daa6d0 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7758c87908190bd1ddcfdccc171b5 completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c77a01c7b48190b022c6d2ecda7488 completed March 28, 2026, 6:49 a.m.
NED2 Entity disambiguation (via description) batch_69c77a83ed8881908907bedcf6d6ea84 completed March 28, 2026, 6:51 a.m.
Created at: March 27, 2026, 2:35 p.m.