Triple
T9445318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harpenden |
E227748
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Batford
Batford is a residential area and suburb within the town of Harpenden in Hertfordshire, England.
|
E799211
|
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: Batford | Statement: [Harpenden, hasPart, Batford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Batford Context triple: [Harpenden, hasPart, Batford]
-
A.
Kentford
Kentford is a small village and civil parish in West Suffolk, England, situated near the border with Cambridgeshire.
-
B.
Falkenham
Falkenham is a small rural village and civil parish in Suffolk, England, situated near the River Deben in the East Suffolk district.
-
C.
Bainsford
Bainsford is a district in Falkirk, Scotland, historically associated with local industry and early Scottish football.
-
D.
Bowdon
Bowdon is an affluent suburban area in Greater Manchester, England, known for its Victorian and Edwardian architecture and proximity to Altrincham.
-
E.
Buntingford
Buntingford is a small historic market town in Hertfordshire, England, known for its traditional high street and rural surroundings.
- 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: Batford Triple: [Harpenden, hasPart, Batford]
Generated description
Batford is a residential area and suburb within the town of Harpenden in Hertfordshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Batford Target entity description: Batford is a residential area and suburb within the town of Harpenden in Hertfordshire, England.
-
A.
Kentford
Kentford is a small village and civil parish in West Suffolk, England, situated near the border with Cambridgeshire.
-
B.
Falkenham
Falkenham is a small rural village and civil parish in Suffolk, England, situated near the River Deben in the East Suffolk district.
-
C.
Bainsford
Bainsford is a district in Falkirk, Scotland, historically associated with local industry and early Scottish football.
-
D.
Bowdon
Bowdon is an affluent suburban area in Greater Manchester, England, known for its Victorian and Edwardian architecture and proximity to Altrincham.
-
E.
Buntingford
Buntingford is a small historic market town in Hertfordshire, England, known for its traditional high street and rural surroundings.
- 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_69ca843884488190ad6cbe0153088234 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f33deb88190bc74968575963ac4 |
completed | April 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d110669ca48190bbaf772e2e6aa457 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d110eeddc881908661d110269b8a1c |
completed | April 4, 2026, 1:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d111f3190c8190ba2fe5687212da25 |
completed | April 4, 2026, 1:28 p.m. |
Created at: March 30, 2026, 7:51 p.m.