Triple
T8735621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gisela Stuart |
E207374
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Derek Stuart
Derek Stuart is the husband of British Labour politician and former MP Gisela Stuart.
|
E753256
|
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: Derek Stuart | Statement: [Gisela Stuart, spouse, Derek Stuart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Derek Stuart Context triple: [Gisela Stuart, spouse, Derek Stuart]
-
A.
Derek Austin
Derek Austin is a British information scientist and librarian best known for his work in classification theory and contributions to the development of library and information retrieval systems.
-
B.
Derek Ritchie
Derek Ritchie is a television producer known for his work on British drama and genre series.
-
C.
Derek York
Derek York is a television and film producer best known for his work on the documentary series "Gardens of the World with Audrey Hepburn."
-
D.
Derek Martinus
Derek Martinus was a British television director best known for his work on classic "Doctor Who" serials during the 1960s.
-
E.
Derek Pugh
Derek Pugh is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the surname Pugh.
- 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: Derek Stuart Triple: [Gisela Stuart, spouse, Derek Stuart]
Generated description
Derek Stuart is the husband of British Labour politician and former MP Gisela Stuart.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Derek Stuart Target entity description: Derek Stuart is the husband of British Labour politician and former MP Gisela Stuart.
-
A.
Derek Austin
Derek Austin is a British information scientist and librarian best known for his work in classification theory and contributions to the development of library and information retrieval systems.
-
B.
Derek Ritchie
Derek Ritchie is a television producer known for his work on British drama and genre series.
-
C.
Derek York
Derek York is a television and film producer best known for his work on the documentary series "Gardens of the World with Audrey Hepburn."
-
D.
Derek Martinus
Derek Martinus was a British television director best known for his work on classic "Doctor Who" serials during the 1960s.
-
E.
Derek Pugh
Derek Pugh is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the surname Pugh.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d44275881909f7eb40b24180294 |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf2936f84081908cf91f1dc9a4d27f |
completed | April 3, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69cf2bfc2cc48190b13c54282c15e107 |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2cbf60808190a006ee4fb26cde41 |
completed | April 3, 2026, 2:58 a.m. |
Created at: March 30, 2026, 6:37 p.m.