Triple
T12855116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hargreaves |
E307429
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Andy Hargreaves
Andy Hargreaves is a British-Canadian educational researcher and author known for his influential work on educational change, teacher professionalism, and school improvement.
|
E1006820
|
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: Andy Hargreaves | Statement: [Hargreaves, hasNotableBearer, Andy Hargreaves]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Hargreaves Context triple: [Hargreaves, hasNotableBearer, Andy Hargreaves]
-
A.
Bill Eyre
Bill Eyre is an individual whose specific public background or notable achievements are not clearly documented in widely available sources.
-
B.
Bill Eyre
Bill Eyre was an early British aviation figure best known as a co-founder of the Hawker Aircraft company, a major producer of military aircraft in the 20th century.
-
C.
Gordon Hargreaves
Gordon Hargreaves is a notable former Bolton Wanderers figure honored for his significant contributions to the club, earning him a place in the Bolton Wanderers Hall of Fame.
-
D.
Paul Lewis
Paul Lewis is a composer and musician known for his work on film scores, including the soundtrack for the cult classic "Harold and Maude."
-
E.
Danny Grainger
Danny Grainger is an English former professional footballer, primarily a left-back, who went on to become a football manager.
- 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: Andy Hargreaves Triple: [Hargreaves, hasNotableBearer, Andy Hargreaves]
Generated description
Andy Hargreaves is a British-Canadian educational researcher and author known for his influential work on educational change, teacher professionalism, and school improvement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andy Hargreaves Target entity description: Andy Hargreaves is a British-Canadian educational researcher and author known for his influential work on educational change, teacher professionalism, and school improvement.
-
A.
Bill Eyre
Bill Eyre is an individual whose specific public background or notable achievements are not clearly documented in widely available sources.
-
B.
Bill Eyre
Bill Eyre was an early British aviation figure best known as a co-founder of the Hawker Aircraft company, a major producer of military aircraft in the 20th century.
-
C.
Gordon Hargreaves
Gordon Hargreaves is a notable former Bolton Wanderers figure honored for his significant contributions to the club, earning him a place in the Bolton Wanderers Hall of Fame.
-
D.
Paul Lewis
Paul Lewis is a composer and musician known for his work on film scores, including the soundtrack for the cult classic "Harold and Maude."
-
E.
Danny Grainger
Danny Grainger is an English former professional footballer, primarily a left-back, who went on to become a football manager.
- 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_69d7bdf5e7cc8190be357278bc5ba3bb |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97021df7481909cd42a0f72040aa5 |
completed | April 10, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69ba9a53c81908e9ed120f6cb94af |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69d48e6948190a13afe3b8943d877 |
completed | May 3, 2026, 12:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69dfa2b8481908827025a28bfb056 |
completed | May 3, 2026, 12:59 a.m. |
Created at: April 9, 2026, 5:37 p.m.