Triple

T7022783
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Revenge of the Fallen E162867 entity
Predicate editedBy P1954 FINISHED
Object Tom Muldoon
Tom Muldoon is a film editor known for his work on major Hollywood productions, including the action blockbuster "Transformers: Revenge of the Fallen."
E636742 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 Muldoon | Statement: [Transformers: Revenge of the Fallen, editedBy, Tom Muldoon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Muldoon
Context triple: [Transformers: Revenge of the Fallen, editedBy, Tom Muldoon]
  • A. Patrick Muldoon
    Patrick Muldoon is an American actor best known for his roles in the sci-fi film "Starship Troopers" and the soap opera "Days of Our Lives."
  • B. Joseph Jerome McGinnity
    Joseph Jerome McGinnity was a Hall of Fame Major League Baseball pitcher of the early 20th century, famed for his durability and nickname "Iron Man" for frequently pitching both games of doubleheaders.
  • C. John Dooly
    John Dooly was an American Revolutionary War officer and Georgia patriot after whom Dooly County, Georgia, is named.
  • D. Hugh Callaghan
    Hugh Callaghan is an Irish man best known as one of the Birmingham Six, a group wrongfully convicted and later exonerated for the 1974 Birmingham pub bombings in England.
  • E. John McGlynn
    John McGlynn is a Scottish football manager best known for his successful spells in charge of Raith Rovers.
  • 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 Muldoon
Triple: [Transformers: Revenge of the Fallen, editedBy, Tom Muldoon]
Generated description
Tom Muldoon is a film editor known for his work on major Hollywood productions, including the action blockbuster "Transformers: Revenge of the Fallen."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Muldoon
Target entity description: Tom Muldoon is a film editor known for his work on major Hollywood productions, including the action blockbuster "Transformers: Revenge of the Fallen."
  • A. Patrick Muldoon
    Patrick Muldoon is an American actor best known for his roles in the sci-fi film "Starship Troopers" and the soap opera "Days of Our Lives."
  • B. Joseph Jerome McGinnity
    Joseph Jerome McGinnity was a Hall of Fame Major League Baseball pitcher of the early 20th century, famed for his durability and nickname "Iron Man" for frequently pitching both games of doubleheaders.
  • C. John Dooly
    John Dooly was an American Revolutionary War officer and Georgia patriot after whom Dooly County, Georgia, is named.
  • D. Hugh Callaghan
    Hugh Callaghan is an Irish man best known as one of the Birmingham Six, a group wrongfully convicted and later exonerated for the 1974 Birmingham pub bombings in England.
  • E. John McGlynn
    John McGlynn is a Scottish football manager best known for his successful spells in charge of Raith Rovers.
  • 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_69c6885b26248190a857541e3d10e299 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1edf3608190b7ba0bfb85710e97 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7757c87788190b09ced669b5c4d83 completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c7777be0d08190b6be22c72d2da12e completed March 28, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69c77851ace48190a2a4899181f3d14a completed March 28, 2026, 6:42 a.m.
Created at: March 27, 2026, 2:35 p.m.