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.