Triple

T8013539
Position Surface form Disambiguated ID Type / Status
Subject Adam Hart-Davis E186553 entity
Predicate notableWork P4 FINISHED
Object Local Heroes
Local Heroes is a British television series and book in which Adam Hart-Davis explores the lives and achievements of pioneering scientists and inventors from various regions of the UK.
E707491 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: Local Heroes | Statement: [Adam Hart-Davis, notableWork, Local Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Heroes
Context triple: [Adam Hart-Davis, notableWork, Local Heroes]
  • A. Birdtown
    Birdtown is a historic, working-class neighborhood in Lakewood, Ohio, known for its early 20th-century immigrant roots and dense, walkable residential character.
  • B. Home Town
    "Home Town" is a non-fiction book by Pulitzer Prize–winning author Tracy Kidder that closely chronicles the lives and community of residents in a small American city.
  • C. The Neighborhood
    "The Neighborhood" is a track by American rapper Common from his 2014 album "Nobody's Smiling," which reflects on life and struggles in Chicago's inner-city communities.
  • D. The Neighborhood
    The Neighborhood is a 1990 album by American rock band Los Lobos that blends rock, blues, and traditional Mexican influences into a richly textured, roots-oriented sound.
  • E. The Neighborhood
    The Neighborhood is an American television sitcom that explores cultural clashes and unlikely friendships when a friendly Midwestern family moves into a predominantly Black neighborhood in Los Angeles.
  • 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: Local Heroes
Triple: [Adam Hart-Davis, notableWork, Local Heroes]
Generated description
Local Heroes is a British television series and book in which Adam Hart-Davis explores the lives and achievements of pioneering scientists and inventors from various regions of the UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Heroes
Target entity description: Local Heroes is a British television series and book in which Adam Hart-Davis explores the lives and achievements of pioneering scientists and inventors from various regions of the UK.
  • A. Birdtown
    Birdtown is a historic, working-class neighborhood in Lakewood, Ohio, known for its early 20th-century immigrant roots and dense, walkable residential character.
  • B. Home Town
    "Home Town" is a non-fiction book by Pulitzer Prize–winning author Tracy Kidder that closely chronicles the lives and community of residents in a small American city.
  • C. The Neighborhood
    "The Neighborhood" is a track by American rapper Common from his 2014 album "Nobody's Smiling," which reflects on life and struggles in Chicago's inner-city communities.
  • D. The Neighborhood
    The Neighborhood is a 1990 album by American rock band Los Lobos that blends rock, blues, and traditional Mexican influences into a richly textured, roots-oriented sound.
  • E. The Neighborhood
    The Neighborhood is an American television sitcom that explores cultural clashes and unlikely friendships when a friendly Midwestern family moves into a predominantly Black neighborhood in Los Angeles.
  • 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_69ca82abaffc8190ab8af79cdbc31ab3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df0f4bc8190ae87586972018085 completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56b4608081909c546d56129d1164 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58ecd0608190ab0880992bc203fb completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cb791b48190bd5004b518d23f84 completed March 31, 2026, 11:45 p.m.
Created at: March 30, 2026, 5:19 p.m.