Triple

T19872497
Position Surface form Disambiguated ID Type / Status
Subject The Way It Is E477552 entity
Predicate producer P490 FINISHED
Object Tony Gad
Tony Gad is a music producer best known for his work on the song "The Way It Is."
 E1399773 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: Tony Gad | Statement: [The Way It Is, producer, Tony Gad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Gad
Context triple: [The Way It Is, producer, Tony Gad]
  • A. Ed Guiney
    Ed Guiney is an Irish film producer and co-founder of Element Pictures, known for collaborating on acclaimed films such as "The Favourite," "Room," and "Poor Things."
  • B. Garth Adam
    Garth Adam is an Australian musician best known as the bassist for Russell Crowe’s rock band 30 Odd Foot of Grunts.
  • C. Tony Franklin
    Tony Franklin is an English rock bassist best known for his fretless bass work with bands like The Firm and Blue Murder.
  • D. Don Tait
    Don Tait was an American screenwriter best known for his work on family-friendly Disney films in the 1960s and 1970s.
  • E. Tony Leswick
    Tony Leswick was a Canadian professional ice hockey forward best known for his clutch scoring and gritty two-way play in the NHL during the 1940s and 1950s.
  • 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: Tony Gad
Triple: [The Way It Is, producer, Tony Gad]
Generated description
Tony Gad is a music producer best known for his work on the song "The Way It Is."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Gad
Target entity description: Tony Gad is a music producer best known for his work on the song "The Way It Is."
  • A. Ed Guiney
    Ed Guiney is an Irish film producer and co-founder of Element Pictures, known for collaborating on acclaimed films such as "The Favourite," "Room," and "Poor Things."
  • B. Garth Adam
    Garth Adam is an Australian musician best known as the bassist for Russell Crowe’s rock band 30 Odd Foot of Grunts.
  • C. Tony Franklin
    Tony Franklin is an English rock bassist best known for his fretless bass work with bands like The Firm and Blue Murder.
  • D. Don Tait
    Don Tait was an American screenwriter best known for his work on family-friendly Disney films in the 1960s and 1970s.
  • E. Tony Leswick
    Tony Leswick was a Canadian professional ice hockey forward best known for his clutch scoring and gritty two-way play in the NHL during the 1940s and 1950s.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658d826f88190be04188997952d1b completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc44f748190a65d88890960d90b completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dc854a0c8190b0da81ead6b9cfc1 completed May 16, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd45e93c8190b14c23487398a8ec completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:51 p.m.