Triple
T16812429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grainger Town |
E408646
|
entity |
| Predicate | significantDeveloper |
P21964
|
FINISHED |
| Object | Richard Grainger |
E611636
|
NE FINISHED |
How this triple was built (3 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: Richard Grainger | Statement: [Grainger Town, significantDeveloper, Richard Grainger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Grainger Context triple: [Grainger Town, significantDeveloper, Richard Grainger]
-
A.
Richard Grainger
chosen
Richard Grainger was a 19th-century British builder and developer renowned for reshaping central Newcastle upon Tyne with elegant neoclassical streets and buildings.
-
B.
George Murray
George Murray was a distinguished Royal Navy officer who served as one of Admiral Horatio Nelson’s key captains during the Napoleonic Wars.
-
C.
George Murray
George Murray was a British Army officer and colonial administrator who served in several high-ranking imperial posts in the early 19th century.
-
D.
Ray Ferrier
Ray Ferrier is the blue-collar New Jersey dockworker and struggling divorced father who becomes the central protagonist fighting to protect his children during the alien invasion in the 2005 film "War of the Worlds."
-
E.
Andrew Innes
Andrew Innes is a Scottish guitarist, songwriter, and producer best known as a longtime core member of the alternative rock band Primal Scream.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: significantDeveloper Context triple: [Grainger Town, significantDeveloper, Richard Grainger]
-
A.
coDeveloperOf
Indicates that two or more entities jointly developed or collaborated in creating the same project, product, or work.
-
B.
hasNotableDeveloper
Indicates that an entity has a developer who is particularly prominent, influential, or otherwise notable.
-
C.
majorDeveloper
chosen
Indicates that an entity is a primary or leading developer responsible for creating or significantly contributing to another entity.
-
D.
formerDeveloper
Indicates that an entity previously worked as a developer for another entity but no longer holds that role.
-
E.
laterDeveloper
Indicates that one developer’s work, role, or involvement occurs after another developer in time.
- F. None of above.
Provenance (4 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2df5c888190a462614e1432c357 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb0f863081908e74dc4a7c91e91d |
completed | May 10, 2026, 5:06 p.m. |
| PD | Predicate disambiguation | batch_69e32b814b188190aee525f8779203cd |
completed | April 18, 2026, 6:58 a.m. |
Created at: April 10, 2026, 5:23 a.m.