Triple
T4298862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hitchin |
E99782
|
entity |
| Predicate | hasCulturalEvent |
P2955
|
FINISHED |
| Object |
Hitchin Food and Drink Festival
Hitchin Food and Drink Festival is an annual culinary event in Hitchin, England, featuring local producers, street food, cooking demonstrations, and family-friendly entertainment.
|
E430967
|
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 Food and Drink Festival | Statement: [Hitchin, hasCulturalEvent, Hitchin Food and Drink Festival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hitchin Food and Drink Festival Context triple: [Hitchin, hasCulturalEvent, Hitchin Food and Drink Festival]
-
A.
Hitchin Festival
Hitchin Festival is an annual arts and culture event in Hitchin, England, featuring a wide range of performances, exhibitions, and community activities.
-
B.
Hastings Seafood and Wine Festival
Hastings Seafood and Wine Festival is an annual coastal food and drink celebration in Hastings, England, showcasing local seafood, regional wines, and live entertainment.
-
C.
Stone Food and Drink Festival
Stone Food and Drink Festival is an annual culinary and beverage celebration in the town of Stone, featuring local producers, street food, tastings, and live entertainment.
-
D.
Maldon Carnival
Maldon Carnival is a traditional annual community parade and celebration held in the town of Maldon in Essex, England.
-
E.
Ludlow Food Festival
Ludlow Food Festival is a renowned annual food and drink event in Ludlow, England, celebrating local producers, regional cuisine, and culinary demonstrations.
- 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 Food and Drink Festival Triple: [Hitchin, hasCulturalEvent, Hitchin Food and Drink Festival]
Generated description
Hitchin Food and Drink Festival is an annual culinary event in Hitchin, England, featuring local producers, street food, cooking demonstrations, and family-friendly entertainment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hitchin Food and Drink Festival Target entity description: Hitchin Food and Drink Festival is an annual culinary event in Hitchin, England, featuring local producers, street food, cooking demonstrations, and family-friendly entertainment.
-
A.
Hitchin Festival
Hitchin Festival is an annual arts and culture event in Hitchin, England, featuring a wide range of performances, exhibitions, and community activities.
-
B.
Hastings Seafood and Wine Festival
Hastings Seafood and Wine Festival is an annual coastal food and drink celebration in Hastings, England, showcasing local seafood, regional wines, and live entertainment.
-
C.
Stone Food and Drink Festival
Stone Food and Drink Festival is an annual culinary and beverage celebration in the town of Stone, featuring local producers, street food, tastings, and live entertainment.
-
D.
Maldon Carnival
Maldon Carnival is a traditional annual community parade and celebration held in the town of Maldon in Essex, England.
-
E.
Ludlow Food Festival
Ludlow Food Festival is a renowned annual food and drink event in Ludlow, England, celebrating local producers, regional cuisine, and culinary demonstrations.
- 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_69b5d073936c8190b48045f8370ea27f |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d11a30a08190b9f58fadd2415559 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:08 p.m.