Triple
T21578589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Audley, Staffordshire |
E532463
|
entity |
| Predicate | hasNeighbouringVillage |
P22613
|
FINISHED |
| Object |
Halmer End
Halmer End is a small rural village in Staffordshire, England, situated near Audley and historically associated with local coal mining communities.
|
E1491223
|
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: Halmer End | Statement: [Audley, Staffordshire, hasNeighbouringVillage, Halmer End]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halmer End Context triple: [Audley, Staffordshire, hasNeighbouringVillage, Halmer End]
-
A.
Elmers End
Elmers End is a suburban area and railway station in the London Borough of Bromley, serving as a local transport hub with National Rail and Tramlink connections.
-
B.
Sands End
Sands End is a riverside residential district in southwest London known for its mix of regenerated industrial sites, modern developments, and traditional terraced housing.
-
C.
Chaddy End
Chaddy End is a well-known stand at Oldham Athletic A.F.C.’s Boundary Park stadium, traditionally associated with the club’s most vocal home supporters.
-
D.
Horstead
Horstead is a small village and civil parish in Norfolk, England, situated on the River Bure and known for its historic mill and rural surroundings.
-
E.
Ponders End
Ponders End is a suburban district in the London Borough of Enfield, known for its residential areas, local industry, and transport links along the Lea Valley in north London.
- 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: Halmer End Triple: [Audley, Staffordshire, hasNeighbouringVillage, Halmer End]
Generated description
Halmer End is a small rural village in Staffordshire, England, situated near Audley and historically associated with local coal mining communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halmer End Target entity description: Halmer End is a small rural village in Staffordshire, England, situated near Audley and historically associated with local coal mining communities.
-
A.
Elmers End
Elmers End is a suburban area and railway station in the London Borough of Bromley, serving as a local transport hub with National Rail and Tramlink connections.
-
B.
Sands End
Sands End is a riverside residential district in southwest London known for its mix of regenerated industrial sites, modern developments, and traditional terraced housing.
-
C.
Chaddy End
Chaddy End is a well-known stand at Oldham Athletic A.F.C.’s Boundary Park stadium, traditionally associated with the club’s most vocal home supporters.
-
D.
Horstead
Horstead is a small village and civil parish in Norfolk, England, situated on the River Bure and known for its historic mill and rural surroundings.
-
E.
Ponders End
Ponders End is a suburban district in the London Borough of Enfield, known for its residential areas, local industry, and transport links along the Lea Valley in north London.
- 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_69e0c4618bec8190bcb0feb74568cbb1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeeb5ac1048190aa45d7d3c780b5c9 |
completed | April 27, 2026, 4:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09f67889bc81908d640cbe0bc4b121 |
completed | May 17, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_6a09f70d94308190b1c8f11e0a93b883 |
completed | May 17, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f7f91058819081d7230042ec080c |
completed | May 17, 2026, 5:16 p.m. |
Created at: April 16, 2026, 6:31 p.m.