Triple
T8044540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Caldwell |
E187515
|
entity |
| Predicate | hasVariantSpelling |
P457
|
FINISHED |
| Object |
Coldwell
Coldwell is a surname and place name that serves as a variant spelling of Caldwell.
|
E706886
|
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: Coldwell | Statement: [Caldwell, hasVariantSpelling, Coldwell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coldwell Context triple: [Caldwell, hasVariantSpelling, Coldwell]
-
A.
Backwell
Backwell is a village and civil parish in North Somerset, England, known for its commuter links to Bristol and its mix of rural and suburban character.
-
B.
Ladywell
Ladywell is a residential neighbourhood within the town of Livingston in West Lothian, Scotland.
-
C.
Ladywell
Ladywell is a residential district in the London Borough of Lewisham, known for its local high street, green spaces, and commuter rail links into central London.
-
D.
Blackridge
Blackridge is a village in West Lothian, Scotland, situated between Bathgate and Armadale with a largely residential and commuter community.
-
E.
Redhouse
Redhouse is a historic former town hall building, now a prominent landmark and cultural venue in its locality.
- 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: Coldwell Triple: [Caldwell, hasVariantSpelling, Coldwell]
Generated description
Coldwell is a surname and place name that serves as a variant spelling of Caldwell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coldwell Target entity description: Coldwell is a surname and place name that serves as a variant spelling of Caldwell.
-
A.
Backwell
Backwell is a village and civil parish in North Somerset, England, known for its commuter links to Bristol and its mix of rural and suburban character.
-
B.
Ladywell
Ladywell is a residential neighbourhood within the town of Livingston in West Lothian, Scotland.
-
C.
Ladywell
Ladywell is a residential district in the London Borough of Lewisham, known for its local high street, green spaces, and commuter rail links into central London.
-
D.
Blackridge
Blackridge is a village in West Lothian, Scotland, situated between Bathgate and Armadale with a largely residential and commuter community.
-
E.
Redhouse
Redhouse is a historic former town hall building, now a prominent landmark and cultural venue in its locality.
- 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_69ca82b00cb48190b59a300f70e97bd7 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3f4c79388190aecee6e313071a17 |
completed | March 31, 2026, 3:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc570cfad08190a8ed35ef2a47f497 |
completed | March 31, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69cc58acba3c8190b7d09aa23b5f10f8 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cc9161c8190aae90f453f6d98c0 |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:23 p.m.