Triple

T10366188
Position Surface form Disambiguated ID Type / Status
Subject In the Loop E244256 entity
Predicate producer P490 FINISHED
Object Adam Tandy
Adam Tandy is a British television and film producer best known for his work on acclaimed political satire and comedy projects, including collaborations with Armando Iannucci.
 E863630 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: Adam Tandy | Statement: [In the Loop, producer, Adam Tandy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adam Tandy
Context triple: [In the Loop, producer, Adam Tandy]
  • A. Andrew Gant
    Andrew Gant is a British composer, singer, author, and academic known for his work in choral music and his writings on the history of English church music and carols.
  • B. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • C. Brant Broughton
    Brant Broughton is a small rural village in Lincolnshire, England, known for its historic buildings and traditional English countryside setting.
  • D. Adam Ryen
    Adam Ryen is a voice actor best known for providing the voice of Cody in Disney's animated film "The Rescuers Down Under."
  • E. Trevor Duncan
    Trevor Duncan was a British composer best known for his prolific production music and film scores in the mid-20th century.
  • 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: Adam Tandy
Triple: [In the Loop, producer, Adam Tandy]
Generated description
Adam Tandy is a British television and film producer best known for his work on acclaimed political satire and comedy projects, including collaborations with Armando Iannucci.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adam Tandy
Target entity description: Adam Tandy is a British television and film producer best known for his work on acclaimed political satire and comedy projects, including collaborations with Armando Iannucci.
  • A. Andrew Gant
    Andrew Gant is a British composer, singer, author, and academic known for his work in choral music and his writings on the history of English church music and carols.
  • B. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • C. Brant Broughton
    Brant Broughton is a small rural village in Lincolnshire, England, known for its historic buildings and traditional English countryside setting.
  • D. Adam Ryen
    Adam Ryen is a voice actor best known for providing the voice of Cody in Disney's animated film "The Rescuers Down Under."
  • E. Trevor Duncan
    Trevor Duncan was a British composer best known for his prolific production music and film scores in the mid-20th century.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96f25f48190a41c8b0206b9238c completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d87e64109881908c42a4fbcfd057be completed April 10, 2026, 4:36 a.m.
NEDg Description generation batch_69d886c325c4819089dac35eb26e7961 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dbbe97c8190861e08f3ff39f91b completed April 10, 2026, 5:42 a.m.
Created at: April 6, 2026, noon