Triple
T4298876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hitchin |
E99782
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Bancroft, Hitchin
Bancroft in Hitchin is a central street and commercial area known for its mix of shops, services, and local businesses.
|
E99782
|
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: Bancroft, Hitchin | Statement: [Hitchin, hasShoppingArea, Bancroft, Hitchin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bancroft, Hitchin Context triple: [Hitchin, hasShoppingArea, Bancroft, Hitchin]
-
A.
Hawkesbury Upton
Hawkesbury Upton is a small rural village in South Gloucestershire, England, known for its traditional Cotswold stone buildings and annual literature festival.
-
B.
Shipton Bellinger
Shipton Bellinger is a small rural village in Hampshire, England, situated near the garrison town of Tidworth on the edge of Salisbury Plain.
-
C.
Hitchin
Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
-
D.
Frampton Cotterell
Frampton Cotterell is a large village and civil parish in South Gloucestershire, England, situated near Bristol and known for its residential character and historic rural roots.
-
E.
Brantham
Brantham is a village and civil parish in Suffolk, England, situated near the River Stour close to the Essex border.
- 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: Bancroft, Hitchin Triple: [Hitchin, hasShoppingArea, Bancroft, Hitchin]
Generated description
Bancroft in Hitchin is a central street and commercial area known for its mix of shops, services, and local businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bancroft, Hitchin Target entity description: Bancroft in Hitchin is a central street and commercial area known for its mix of shops, services, and local businesses.
-
A.
Hawkesbury Upton
Hawkesbury Upton is a small rural village in South Gloucestershire, England, known for its traditional Cotswold stone buildings and annual literature festival.
-
B.
Shipton Bellinger
Shipton Bellinger is a small rural village in Hampshire, England, situated near the garrison town of Tidworth on the edge of Salisbury Plain.
-
C.
Hitchin
chosen
Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
-
D.
Frampton Cotterell
Frampton Cotterell is a large village and civil parish in South Gloucestershire, England, situated near Bristol and known for its residential character and historic rural roots.
-
E.
Brantham
Brantham is a village and civil parish in Suffolk, England, situated near the River Stour close to the Essex border.
- F. None of above.
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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3509d39348190aa83304661230cba |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c746c9108190a1a81e94b4768f3c |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c929aec48190bb9a00b7086afe01 |
completed | March 14, 2026, 8:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c993a9388190a52e573b013dbe29 |
completed | March 14, 2026, 8:48 p.m. |
Created at: March 12, 2026, 11:08 p.m.