Triple
T4298858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hitchin |
E99782
|
entity |
| Predicate | hasAmenity |
P105
|
FINISHED |
| Object |
Hitchin Town Hall
Hitchin Town Hall is a historic civic and events venue in the market town of Hitchin, Hertfordshire, used for community gatherings, performances, and public functions.
|
E429957
|
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: Hitchin Town Hall | Statement: [Hitchin, hasAmenity, Hitchin Town Hall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hitchin Town Hall Context triple: [Hitchin, hasAmenity, Hitchin Town Hall]
-
A.
Hungerford Town Hall
Hungerford Town Hall is a historic civic building in the market town of Hungerford, Berkshire, serving as a focal point for local government and community events.
-
B.
Maidenhead Town Hall
Maidenhead Town Hall is a prominent civic building in Maidenhead, Berkshire, serving as the town’s main administrative and ceremonial center.
-
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.
Grayshott Village Hall
Grayshott Village Hall is a community venue in the village of Grayshott, used for local events, meetings, and social activities.
-
E.
Woodstock Town Hall
Woodstock Town Hall is a historic municipal building and focal point of civic life in the market town of Woodstock, Oxfordshire.
- 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: Hitchin Town Hall Triple: [Hitchin, hasAmenity, Hitchin Town Hall]
Generated description
Hitchin Town Hall is a historic civic and events venue in the market town of Hitchin, Hertfordshire, used for community gatherings, performances, and public functions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hitchin Town Hall Target entity description: Hitchin Town Hall is a historic civic and events venue in the market town of Hitchin, Hertfordshire, used for community gatherings, performances, and public functions.
-
A.
Hungerford Town Hall
Hungerford Town Hall is a historic civic building in the market town of Hungerford, Berkshire, serving as a focal point for local government and community events.
-
B.
Maidenhead Town Hall
Maidenhead Town Hall is a prominent civic building in Maidenhead, Berkshire, serving as the town’s main administrative and ceremonial center.
-
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.
Grayshott Village Hall
Grayshott Village Hall is a community venue in the village of Grayshott, used for local events, meetings, and social activities.
-
E.
Woodstock Town Hall
Woodstock Town Hall is a historic municipal building and focal point of civic life in the market town of Woodstock, Oxfordshire.
- 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_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.