Triple
T12866830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanley, Staffordshire, England |
E307740
|
entity |
| Predicate | hasCountyTown |
P383
|
FINISHED |
| Object |
Stafford (county town of Staffordshire)
Stafford is a historic market town in the West Midlands of England that serves as the administrative and commercial center of Staffordshire.
|
E1007012
|
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: Stafford (county town of Staffordshire) | Statement: [Hanley, Staffordshire, England, hasCountyTown, Stafford (county town of Staffordshire)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford (county town of Staffordshire) Context triple: [Hanley, Staffordshire, England, hasCountyTown, Stafford (county town of Staffordshire)]
-
A.
Staffordshire County Council
Staffordshire County Council is the top-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Staffordshire, England.
-
B.
South Staffordshire District
South Staffordshire District is a local government district in the county of Staffordshire, England, comprising a mix of rural villages, small towns, and countryside on the western edge of the West Midlands conurbation.
-
C.
North Staffordshire
North Staffordshire is a region in the northern part of the county of Staffordshire in England, encompassing several towns and villages within the Potteries and surrounding areas.
-
D.
Elmore, Staffordshire
Elmore, Staffordshire is a locality in the English county of Staffordshire notable as the birthplace of 17th-century Archbishop of Canterbury Gilbert Sheldon.
-
E.
Stafford
Stafford is a county in Northern Virginia known for its suburban communities, historical sites, and proximity to Washington, D.C.
- 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: Stafford (county town of Staffordshire) Triple: [Hanley, Staffordshire, England, hasCountyTown, Stafford (county town of Staffordshire)]
Generated description
Stafford is a historic market town in the West Midlands of England that serves as the administrative and commercial center of Staffordshire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stafford (county town of Staffordshire) Target entity description: Stafford is a historic market town in the West Midlands of England that serves as the administrative and commercial center of Staffordshire.
-
A.
Staffordshire County Council
Staffordshire County Council is the top-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Staffordshire, England.
-
B.
South Staffordshire District
South Staffordshire District is a local government district in the county of Staffordshire, England, comprising a mix of rural villages, small towns, and countryside on the western edge of the West Midlands conurbation.
-
C.
North Staffordshire
North Staffordshire is a region in the northern part of the county of Staffordshire in England, encompassing several towns and villages within the Potteries and surrounding areas.
-
D.
Elmore, Staffordshire
Elmore, Staffordshire is a locality in the English county of Staffordshire notable as the birthplace of 17th-century Archbishop of Canterbury Gilbert Sheldon.
-
E.
Stafford
Stafford is a county in Northern Virginia known for its suburban communities, historical sites, and proximity to Washington, D.C.
- 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9708e0b788190b72a3057e271c227 |
completed | April 10, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69bb092b88190b159f1d79156cf86 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69d7984d48190adf5409a1ac7346a |
completed | May 3, 2026, 12:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69e2abc38819095ff4977f2df9b2b |
completed | May 3, 2026, 1 a.m. |
Created at: April 9, 2026, 5:38 p.m.