Triple
T13865342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Cooke |
E333308
|
entity |
| Predicate | isAmbiguousWith |
P2289
|
FINISHED |
| Object |
Thomas Cook (disambiguation)
Thomas Cook (disambiguation) is a Wikipedia disambiguation page that lists and distinguishes between multiple people and entities sharing the name Thomas Cook.
|
E1066597
|
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: Thomas Cook (disambiguation) | Statement: [Thomas Cooke, isAmbiguousWith, Thomas Cook (disambiguation)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Cook (disambiguation) Context triple: [Thomas Cooke, isAmbiguousWith, Thomas Cook (disambiguation)]
-
A.
Thames Travel services
Thames Travel services is a regional bus and coach operator providing public transport connections in and around Oxfordshire, England.
-
B.
Travelers Companies
Travelers Companies is a major American insurance company known for providing a wide range of property and casualty insurance products to individuals, businesses, and organizations.
-
C.
Morris Travel
Morris Travel was a travel agency business that owned and operated Morris Air before the airline was acquired by Southwest Airlines.
-
D.
Avalon Travel
Avalon Travel is a publishing imprint best known for producing travel guides and related travel literature.
-
E.
Compass Travel
Compass Travel is a regional bus operator in southern England providing local and interurban public transport services.
- 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: Thomas Cook (disambiguation) Triple: [Thomas Cooke, isAmbiguousWith, Thomas Cook (disambiguation)]
Generated description
Thomas Cook (disambiguation) is a Wikipedia disambiguation page that lists and distinguishes between multiple people and entities sharing the name Thomas Cook.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Cook (disambiguation) Target entity description: Thomas Cook (disambiguation) is a Wikipedia disambiguation page that lists and distinguishes between multiple people and entities sharing the name Thomas Cook.
-
A.
Thames Travel services
Thames Travel services is a regional bus and coach operator providing public transport connections in and around Oxfordshire, England.
-
B.
Travelers Companies
Travelers Companies is a major American insurance company known for providing a wide range of property and casualty insurance products to individuals, businesses, and organizations.
-
C.
Morris Travel
Morris Travel was a travel agency business that owned and operated Morris Air before the airline was acquired by Southwest Airlines.
-
D.
Avalon Travel
Avalon Travel is a publishing imprint best known for producing travel guides and related travel literature.
-
E.
Compass Travel
Compass Travel is a regional bus operator in southern England providing local and interurban public transport services.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de05c30d9c81908217d41a3b4aaf85 |
completed | April 14, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c10113288190b799126d934df92a |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c1e7efd88190ac07472647da69e7 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c33c2f34819084502d5f03f09ddd |
completed | May 3, 2026, 9:50 p.m. |
Created at: April 9, 2026, 10:14 p.m.