Triple
T4746940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alistair Darling |
E105381
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Margaret McQueen Vaughan
Margaret McQueen Vaughan is the wife of British Labour politician and former Chancellor of the Exchequer Alistair Darling.
|
E644937
|
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: Margaret McQueen Vaughan | Statement: [Alistair Darling, spouse, Margaret McQueen Vaughan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret McQueen Vaughan Context triple: [Alistair Darling, spouse, Margaret McQueen Vaughan]
-
A.
Margaret Gibson
Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
-
B.
Marjorie Harvey
Marjorie Harvey is an American fashion enthusiast, socialite, and entrepreneur best known as the wife of comedian and television host Steve Harvey and for her influential presence in fashion and lifestyle media.
-
C.
Marjorie Reynolds
Marjorie Reynolds was an American film and television actress best known for her roles in classic 1940s movies and early TV series.
-
D.
Marjorie Fowler
Marjorie Fowler was an American film editor known for her work on numerous Hollywood productions from the 1950s through the 1970s.
-
E.
Lilian Vaughan Morgan
Lilian Vaughan Morgan was an American geneticist known for her pioneering work on Drosophila and contributions to the early development of chromosome theory.
- 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: Margaret McQueen Vaughan Triple: [Alistair Darling, spouse, Margaret McQueen Vaughan]
Generated description
Margaret McQueen Vaughan is the wife of British Labour politician and former Chancellor of the Exchequer Alistair Darling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret McQueen Vaughan Target entity description: Margaret McQueen Vaughan is the wife of British Labour politician and former Chancellor of the Exchequer Alistair Darling.
-
A.
Margaret Gibson
Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
-
B.
Marjorie Harvey
Marjorie Harvey is an American fashion enthusiast, socialite, and entrepreneur best known as the wife of comedian and television host Steve Harvey and for her influential presence in fashion and lifestyle media.
-
C.
Marjorie Reynolds
Marjorie Reynolds was an American film and television actress best known for her roles in classic 1940s movies and early TV series.
-
D.
Marjorie Fowler
Marjorie Fowler was an American film editor known for her work on numerous Hollywood productions from the 1950s through the 1970s.
-
E.
Lilian Vaughan Morgan
Lilian Vaughan Morgan was an American geneticist known for her pioneering work on Drosophila and contributions to the early development of chromosome theory.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c3fcb081909b1fe867b4adac8b |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7ad5851b481908242f6d88a78a08a |
completed | March 28, 2026, 10:28 a.m. |
| NEDg | Description generation | batch_69c7ae5767408190860c1c7bc3a769fa |
completed | March 28, 2026, 10:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7aeb68c3481909c6dff8ee51349ab |
completed | March 28, 2026, 10:34 a.m. |
Created at: March 20, 2026, 1:20 p.m.