Triple
T19241778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ochil and South Perthshire |
E481149
|
entity |
| Predicate | hasMP |
P14470
|
FINISHED |
| Object |
Luke Graham
Luke Graham is a British Conservative politician who served as the Member of Parliament for the Scottish constituency of Ochil and South Perthshire from 2017 to 2019.
|
E1365413
|
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: Luke Graham | Statement: [Ochil and South Perthshire, hasMP, Luke Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Graham Context triple: [Ochil and South Perthshire, hasMP, Luke Graham]
-
A.
Aaron Tredwell
Aaron Tredwell is an American photographer and filmmaker known for his work in portrait and documentary photography and for his former marriage to writer and activist Janet Mock.
-
B.
Nathan Walker
Nathan Walker is an Australian professional ice hockey forward known for being the first Australian to play in the NHL.
-
C.
Matthew Gray
Matthew Gray is a songwriter known for his contributions to contemporary music composition and lyric writing.
-
D.
Matthew Graham
Matthew Graham is a British television writer and producer best known for co-creating the acclaimed sci-fi drama series *Life on Mars* and its spin-off *Ashes to Ashes*.
-
E.
Jeremy Ivey
Jeremy Ivey is an American singer-songwriter and guitarist known for his work in the Americana and country scenes and for frequently collaborating with his wife, Margo Price.
- 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: Luke Graham Triple: [Ochil and South Perthshire, hasMP, Luke Graham]
Generated description
Luke Graham is a British Conservative politician who served as the Member of Parliament for the Scottish constituency of Ochil and South Perthshire from 2017 to 2019.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Graham Target entity description: Luke Graham is a British Conservative politician who served as the Member of Parliament for the Scottish constituency of Ochil and South Perthshire from 2017 to 2019.
-
A.
Aaron Tredwell
Aaron Tredwell is an American photographer and filmmaker known for his work in portrait and documentary photography and for his former marriage to writer and activist Janet Mock.
-
B.
Nathan Walker
Nathan Walker is an Australian professional ice hockey forward known for being the first Australian to play in the NHL.
-
C.
Matthew Gray
Matthew Gray is a songwriter known for his contributions to contemporary music composition and lyric writing.
-
D.
Matthew Graham
Matthew Graham is a British television writer and producer best known for co-creating the acclaimed sci-fi drama series *Life on Mars* and its spin-off *Ashes to Ashes*.
-
E.
Jeremy Ivey
Jeremy Ivey is an American singer-songwriter and guitarist known for his work in the Americana and country scenes and for frequently collaborating with his wife, Margo Price.
- 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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5faf2353c819094a9a1af3a858715 |
completed | April 20, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0705dc40f08190a9c4d48455343a42 |
completed | May 15, 2026, 11:39 a.m. |
| NEDg | Description generation | batch_6a070651263c8190b33b74f3dfd4a515 |
completed | May 15, 2026, 11:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0706ca714c8190baf78f8fa0e5f002 |
completed | May 15, 2026, 11:43 a.m. |
Created at: April 10, 2026, 1:27 p.m.