Triple
T16942339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TUC General Secretary |
E410976
|
entity |
| Predicate | notableOfficeHolder |
P5750
|
FINISHED |
| Object |
Frances O’Grady
Frances O’Grady is a British trade union leader who became the first woman to serve as General Secretary of the Trades Union Congress, playing a prominent role in UK labor rights and social justice campaigns.
|
E1242018
|
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: Frances O’Grady | Statement: [TUC General Secretary, notableOfficeHolder, Frances O’Grady]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances O’Grady Context triple: [TUC General Secretary, notableOfficeHolder, Frances O’Grady]
-
A.
Ciara Fensome
Ciara Fensome is the daughter of English singer, television personality, and Loose Women panellist Coleen Nolan.
-
B.
Jo Swinson
Jo Swinson is a British Liberal Democrat politician who briefly served as party leader and was the first woman to hold that role.
-
C.
Miriam Varadkar
Miriam Varadkar is the mother of Irish politician and former Taoiseach Leo Varadkar.
-
D.
Alison Ellwood
Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
-
E.
Alison McGovern
Alison McGovern is a British Labour Party politician who has served as the Member of Parliament for Wirral South, focusing on issues such as employment rights and social justice.
- 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: Frances O’Grady Triple: [TUC General Secretary, notableOfficeHolder, Frances O’Grady]
Generated description
Frances O’Grady is a British trade union leader who became the first woman to serve as General Secretary of the Trades Union Congress, playing a prominent role in UK labor rights and social justice campaigns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances O’Grady Target entity description: Frances O’Grady is a British trade union leader who became the first woman to serve as General Secretary of the Trades Union Congress, playing a prominent role in UK labor rights and social justice campaigns.
-
A.
Ciara Fensome
Ciara Fensome is the daughter of English singer, television personality, and Loose Women panellist Coleen Nolan.
-
B.
Jo Swinson
Jo Swinson is a British Liberal Democrat politician who briefly served as party leader and was the first woman to hold that role.
-
C.
Miriam Varadkar
Miriam Varadkar is the mother of Irish politician and former Taoiseach Leo Varadkar.
-
D.
Alison Ellwood
Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
-
E.
Alison McGovern
Alison McGovern is a British Labour Party politician who has served as the Member of Parliament for Wirral South, focusing on issues such as employment rights and social justice.
- 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cfafc8448190a25be8ada84eff9c |
completed | April 18, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfea3bc88190acaa013169d607c5 |
completed | May 10, 2026, 6:35 p.m. |
| NEDg | Description generation | batch_6a00d0b13f1c819091f3f8b966e36214 |
completed | May 10, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d1ad6b7081908be76d70ad9e2075 |
completed | May 10, 2026, 6:42 p.m. |
Created at: April 10, 2026, 5:31 a.m.