Triple
T20010187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billingham |
E494568
|
entity |
| Predicate | hasShoppingCentre |
P4285
|
FINISHED |
| Object |
Billingham Town Centre
Billingham Town Centre is the main retail and commercial hub of Billingham, featuring a range of shops, services, and community facilities.
|
E1406080
|
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: Billingham Town Centre | Statement: [Billingham, hasShoppingCentre, Billingham Town Centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billingham Town Centre Context triple: [Billingham, hasShoppingCentre, Billingham Town Centre]
-
A.
Hillsborough town centre
Hillsborough town centre is the historic commercial and civic heart of Hillsborough, featuring key landmarks, shops, and public services clustered around its traditional streets and marketplace.
-
B.
Nobbies Centre
Nobbies Centre is a coastal wildlife and visitor centre on Phillip Island in Victoria, Australia, known for its boardwalks, dramatic ocean views, and nearby seal and seabird colonies.
-
C.
Brentwood Town Centre
Brentwood Town Centre is a major shopping mall and mixed-use commercial hub located in Burnaby, British Columbia.
-
D.
Oasis Shopping Centre
Oasis Shopping Centre is a popular retail and dining complex located in the coastal suburb of Broadbeach on Queensland’s Gold Coast.
-
E.
Broadwalk Centre
Broadwalk Centre is a local shopping mall in Edgware, London, featuring a range of retail stores and 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: Billingham Town Centre Triple: [Billingham, hasShoppingCentre, Billingham Town Centre]
Generated description
Billingham Town Centre is the main retail and commercial hub of Billingham, featuring a range of shops, services, and community facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billingham Town Centre Target entity description: Billingham Town Centre is the main retail and commercial hub of Billingham, featuring a range of shops, services, and community facilities.
-
A.
Hillsborough town centre
Hillsborough town centre is the historic commercial and civic heart of Hillsborough, featuring key landmarks, shops, and public services clustered around its traditional streets and marketplace.
-
B.
Nobbies Centre
Nobbies Centre is a coastal wildlife and visitor centre on Phillip Island in Victoria, Australia, known for its boardwalks, dramatic ocean views, and nearby seal and seabird colonies.
-
C.
Brentwood Town Centre
Brentwood Town Centre is a major shopping mall and mixed-use commercial hub located in Burnaby, British Columbia.
-
D.
Oasis Shopping Centre
Oasis Shopping Centre is a popular retail and dining complex located in the coastal suburb of Broadbeach on Queensland’s Gold Coast.
-
E.
Broadwalk Centre
Broadwalk Centre is a local shopping mall in Edgware, London, featuring a range of retail stores and 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a81c5881909692fcaaf59a57c9 |
completed | April 20, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080511e050819096355be6c8d138e5 |
completed | May 16, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_6a08061f6aa08190a7c8b4fc55ea1400 |
completed | May 16, 2026, 5:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080706231c819081499808132fad82 |
completed | May 16, 2026, 5:56 a.m. |
Created at: April 11, 2026, 3:33 p.m.