Triple
T4298875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hitchin |
E99782
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Market Place, Hitchin
Market Place, Hitchin is the central historic square of the Hertfordshire market town, known for its regular markets, shops, and local events.
|
E429964
|
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: Market Place, Hitchin | Statement: [Hitchin, hasShoppingArea, Market Place, Hitchin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Market Place, Hitchin Context triple: [Hitchin, hasShoppingArea, Market Place, Hitchin]
-
A.
Wickham Market
Wickham Market is a large village and civil parish in Suffolk, England, known historically as a local market center.
-
B.
Watford Market
Watford Market is a historic indoor and outdoor marketplace in Watford, England, offering a variety of stalls selling food, fashion, household goods, and services.
-
C.
Needham Market
Needham Market is a small historic town in Suffolk, England, known for its traditional high street and location along the River Gipping.
-
D.
North Cross Road Market
North Cross Road Market is a popular street market in East Dulwich, London, known for its mix of food stalls, antiques, crafts, and independent traders.
-
E.
Leicester Market
Leicester Market is a historic open-air market in the city of Leicester, England, known as one of the largest and oldest covered markets in Europe.
- 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: Market Place, Hitchin Triple: [Hitchin, hasShoppingArea, Market Place, Hitchin]
Generated description
Market Place, Hitchin is the central historic square of the Hertfordshire market town, known for its regular markets, shops, and local events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Market Place, Hitchin Target entity description: Market Place, Hitchin is the central historic square of the Hertfordshire market town, known for its regular markets, shops, and local events.
-
A.
Wickham Market
Wickham Market is a large village and civil parish in Suffolk, England, known historically as a local market center.
-
B.
Watford Market
Watford Market is a historic indoor and outdoor marketplace in Watford, England, offering a variety of stalls selling food, fashion, household goods, and services.
-
C.
Needham Market
Needham Market is a small historic town in Suffolk, England, known for its traditional high street and location along the River Gipping.
-
D.
North Cross Road Market
North Cross Road Market is a popular street market in East Dulwich, London, known for its mix of food stalls, antiques, crafts, and independent traders.
-
E.
Leicester Market
Leicester Market is a historic open-air market in the city of Leicester, England, known as one of the largest and oldest covered markets in Europe.
- 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.