Triple
T13865331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Cooke |
E333308
|
entity |
| Predicate | hasVariantSpelling |
P457
|
FINISHED |
| Object |
Thomas Cook
Thomas Cook was a pioneering 19th-century English travel entrepreneur who founded one of the world’s first and most influential travel agencies, helping to popularize organized tourism.
|
E1066596
|
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 | Statement: [Thomas Cooke, hasVariantSpelling, Thomas Cook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Cook Context triple: [Thomas Cooke, hasVariantSpelling, Thomas Cook]
-
A.
Britannia Hotels
Britannia Hotels is a British hotel group known for operating a large portfolio of budget and mid-range hotels across the United Kingdom.
-
B.
Morris Travel
Morris Travel was a travel agency business that owned and operated Morris Air before the airline was acquired by Southwest Airlines.
-
C.
Booker of Bookers
Booker of Bookers is a special literary honor created to recognize the best novel ever to have won the Booker Prize over a defined period.
-
D.
Trenchard Lines
Trenchard Lines is a British Army barracks and military headquarters complex located near the village of Upavon in Wiltshire, England.
-
E.
TUI Group (historical)
TUI Group (historical) was a major European tourism and travel conglomerate that owned and operated various airlines, tour operators, and travel agencies before its later restructuring and rebranding.
- 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 Triple: [Thomas Cooke, hasVariantSpelling, Thomas Cook]
Generated description
Thomas Cook was a pioneering 19th-century English travel entrepreneur who founded one of the world’s first and most influential travel agencies, helping to popularize organized tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Cook Target entity description: Thomas Cook was a pioneering 19th-century English travel entrepreneur who founded one of the world’s first and most influential travel agencies, helping to popularize organized tourism.
-
A.
Britannia Hotels
Britannia Hotels is a British hotel group known for operating a large portfolio of budget and mid-range hotels across the United Kingdom.
-
B.
Morris Travel
Morris Travel was a travel agency business that owned and operated Morris Air before the airline was acquired by Southwest Airlines.
-
C.
Booker of Bookers
Booker of Bookers is a special literary honor created to recognize the best novel ever to have won the Booker Prize over a defined period.
-
D.
Trenchard Lines
Trenchard Lines is a British Army barracks and military headquarters complex located near the village of Upavon in Wiltshire, England.
-
E.
TUI Group (historical)
TUI Group (historical) was a major European tourism and travel conglomerate that owned and operated various airlines, tour operators, and travel agencies before its later restructuring and rebranding.
- 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.