Triple
T10327648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Secretary of State for Wales |
E242799
|
entity |
| Predicate | positionHeldBy |
P8
|
FINISHED |
| Object |
Jo Stevens
Jo Stevens is a British Labour Party politician who has served as the Member of Parliament for Cardiff Central and has held senior opposition frontbench roles, including in the shadow cabinet.
|
E857090
|
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: Jo Stevens | Statement: [Shadow Secretary of State for Wales, positionHeldBy, Jo Stevens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jo Stevens Context triple: [Shadow Secretary of State for Wales, positionHeldBy, Jo Stevens]
-
A.
Leith Stevens
Leith Stevens was an American composer and arranger best known for his dramatic film and radio scores, particularly in science fiction and adventure genres during the mid-20th century.
-
B.
Robin McAuley
Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
-
C.
Tom Stevens
Tom Stevens is a fictional character played by actor Hugh Marlowe, best known from mid-20th-century American film and television.
-
D.
Don Stevens
Don Stevens is a notable individual recognized for achievements significant enough to be distinguished from others sharing the surname Stevens.
-
E.
Rachel Stevens
Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
- 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: Jo Stevens Triple: [Shadow Secretary of State for Wales, positionHeldBy, Jo Stevens]
Generated description
Jo Stevens is a British Labour Party politician who has served as the Member of Parliament for Cardiff Central and has held senior opposition frontbench roles, including in the shadow cabinet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jo Stevens Target entity description: Jo Stevens is a British Labour Party politician who has served as the Member of Parliament for Cardiff Central and has held senior opposition frontbench roles, including in the shadow cabinet.
-
A.
Leith Stevens
Leith Stevens was an American composer and arranger best known for his dramatic film and radio scores, particularly in science fiction and adventure genres during the mid-20th century.
-
B.
Robin McAuley
Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
-
C.
Tom Stevens
Tom Stevens is a fictional character played by actor Hugh Marlowe, best known from mid-20th-century American film and television.
-
D.
Don Stevens
Don Stevens is a notable individual recognized for achievements significant enough to be distinguished from others sharing the surname Stevens.
-
E.
Rachel Stevens
Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7cf21e08190bf605daeea0d9dcf |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7504679ec8190926d2c5016653cea |
completed | April 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69d7514f48c08190823759c39fb02487 |
completed | April 9, 2026, 7:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d75200eecc819094e261c9fa7c75f5 |
completed | April 9, 2026, 7:15 a.m. |
Created at: April 6, 2026, 11:51 a.m.