Triple
T17176897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport Holding Company |
E416882
|
entity |
| Predicate | owned |
P347
|
FINISHED |
| Object |
Thomas Tilling Ltd (transport interests)
Thomas Tilling Ltd (transport interests) was a major British transport company best known for operating extensive bus and coach services in the United Kingdom.
|
E1254208
|
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 Tilling Ltd (transport interests) | Statement: [Transport Holding Company, owned, Thomas Tilling Ltd (transport interests)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Tilling Ltd (transport interests) Context triple: [Transport Holding Company, owned, Thomas Tilling Ltd (transport interests)]
-
A.
Eversholt
Eversholt is a small rural village and civil parish in Bedfordshire, England, known for its traditional English countryside character and historic church.
-
B.
Eversholt Rail Group
Eversholt Rail Group is a major UK rolling stock leasing company that owns and leases passenger train fleets to rail operators across Britain.
-
C.
Midland Transport
Midland Transport is a Canadian trucking and logistics company that operates as part of the Irving family’s diversified business empire.
-
D.
Stobart Group Limited
Stobart Group Limited was a UK-based infrastructure and support services company best known for its operations in aviation, energy, and logistics, particularly through the Eddie Stobart transport brand.
-
E.
FirstGroup
FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
- 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 Tilling Ltd (transport interests) Triple: [Transport Holding Company, owned, Thomas Tilling Ltd (transport interests)]
Generated description
Thomas Tilling Ltd (transport interests) was a major British transport company best known for operating extensive bus and coach services in the United Kingdom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Tilling Ltd (transport interests) Target entity description: Thomas Tilling Ltd (transport interests) was a major British transport company best known for operating extensive bus and coach services in the United Kingdom.
-
A.
Eversholt
Eversholt is a small rural village and civil parish in Bedfordshire, England, known for its traditional English countryside character and historic church.
-
B.
Eversholt Rail Group
Eversholt Rail Group is a major UK rolling stock leasing company that owns and leases passenger train fleets to rail operators across Britain.
-
C.
Midland Transport
Midland Transport is a Canadian trucking and logistics company that operates as part of the Irving family’s diversified business empire.
-
D.
Stobart Group Limited
Stobart Group Limited was a UK-based infrastructure and support services company best known for its operations in aviation, energy, and logistics, particularly through the Eddie Stobart transport brand.
-
E.
FirstGroup
FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc0e14e08190901b1fbccc9322ae |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148455afc8190931ba1316705ae0c |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014a2f8fec8190b1303967a76ceb63 |
completed | May 11, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014ab0be388190a6ce49cff469fe81 |
completed | May 11, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:37 a.m.