Triple
T1958254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reverend Henry Biggs |
E42318
|
entity |
| Predicate | conflictWith |
P4897
|
FINISHED |
| Object |
property developer Joe Hamilton
Property developer Joe Hamilton is a real estate entrepreneur known for his involvement in contentious development projects that have brought him into public disputes with local community figures.
|
E218755
|
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: property developer Joe Hamilton | Statement: [Reverend Henry Biggs, conflictWith, property developer Joe Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: property developer Joe Hamilton Context triple: [Reverend Henry Biggs, conflictWith, property developer Joe Hamilton]
-
A.
Clowes Developments
Clowes Developments is a British property development company best known in sport for its ownership of Derby County Football Club.
-
B.
Thermae Development Company
Thermae Development Company is the private firm behind the modern redevelopment and operation of the historic Thermae Bath Spa complex in Bath, England.
-
C.
Daniel Crown
Daniel Crown is a film producer best known for his work on the critically acclaimed war drama "Beasts of No Nation."
-
D.
Douglas Durst
Douglas Durst is a prominent New York City real estate developer and heir to the Durst family, known for leading The Durst Organization and overseeing major commercial and residential projects in Manhattan.
-
E.
London Legacy Development Corporation
The London Legacy Development Corporation is a public body responsible for regenerating and managing the area around Queen Elizabeth Olympic Park in east London following the 2012 Olympic and Paralympic Games.
- 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: property developer Joe Hamilton Triple: [Reverend Henry Biggs, conflictWith, property developer Joe Hamilton]
Generated description
Property developer Joe Hamilton is a real estate entrepreneur known for his involvement in contentious development projects that have brought him into public disputes with local community figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: property developer Joe Hamilton Target entity description: Property developer Joe Hamilton is a real estate entrepreneur known for his involvement in contentious development projects that have brought him into public disputes with local community figures.
-
A.
Clowes Developments
Clowes Developments is a British property development company best known in sport for its ownership of Derby County Football Club.
-
B.
Thermae Development Company
Thermae Development Company is the private firm behind the modern redevelopment and operation of the historic Thermae Bath Spa complex in Bath, England.
-
C.
Daniel Crown
Daniel Crown is a film producer best known for his work on the critically acclaimed war drama "Beasts of No Nation."
-
D.
Douglas Durst
Douglas Durst is a prominent New York City real estate developer and heir to the Durst family, known for leading The Durst Organization and overseeing major commercial and residential projects in Manhattan.
-
E.
London Legacy Development Corporation
The London Legacy Development Corporation is a public body responsible for regenerating and managing the area around Queen Elizabeth Olympic Park in east London following the 2012 Olympic and Paralympic Games.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb37e21cc8190b6e13b86bc93d594 |
completed | March 7, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbcc9ba48190985f48dbef1f2d94 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6d7fb08190959ee247d0060f4c |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd2f68f48190ad23db5ca6ae663a |
completed | March 8, 2026, 10:50 p.m. |
Created at: March 4, 2026, 7:36 p.m.