Triple
T9834201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton |
E239059
|
entity |
| Predicate | nearJunction |
P31669
|
FINISHED |
| Object |
M1 Junction 15
M1 Junction 15 is a major motorway interchange on England’s M1 that serves as a key access point for the town of Northampton and surrounding areas.
|
E825243
|
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: M1 Junction 15 | Statement: [Northampton, nearJunction, M1 Junction 15]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M1 Junction 15 Context triple: [Northampton, nearJunction, M1 Junction 15]
-
A.
M4 Junction 15
M4 Junction 15 is a major motorway interchange on the M4 in Wiltshire, England, providing access to Swindon and connecting regional and national routes.
-
B.
M1 Junction 19
M1 Junction 19 is a major motorway interchange in England where the M1, M6, and A14 routes converge, forming a key node in the national road network.
-
C.
M4 Junction 16
M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
-
D.
M6 Junction 16
M6 Junction 16 is a motorway interchange on England’s M6 in Cheshire, providing regional access to nearby towns including Alsager and Stoke-on-Trent.
-
E.
Junction 14
Junction 14 is a numbered interchange on the M20 motorway in England, providing access between the motorway and the surrounding local road network.
- 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: M1 Junction 15 Triple: [Northampton, nearJunction, M1 Junction 15]
Generated description
M1 Junction 15 is a major motorway interchange on England’s M1 that serves as a key access point for the town of Northampton and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M1 Junction 15 Target entity description: M1 Junction 15 is a major motorway interchange on England’s M1 that serves as a key access point for the town of Northampton and surrounding areas.
-
A.
M4 Junction 15
M4 Junction 15 is a major motorway interchange on the M4 in Wiltshire, England, providing access to Swindon and connecting regional and national routes.
-
B.
M1 Junction 19
M1 Junction 19 is a major motorway interchange in England where the M1, M6, and A14 routes converge, forming a key node in the national road network.
-
C.
M4 Junction 16
M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
-
D.
M6 Junction 16
M6 Junction 16 is a motorway interchange on England’s M6 in Cheshire, providing regional access to nearby towns including Alsager and Stoke-on-Trent.
-
E.
Junction 14
Junction 14 is a numbered interchange on the M20 motorway in England, providing access between the motorway and the surrounding local road network.
- 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_69ca84e314108190978324a4bdb959f8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3385054819094145c96204e3f0d |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5c8f1a48190a4e7b6cda8ee88d5 |
completed | April 5, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69d1d6a385ac8190b5dd11adfbb7578d |
completed | April 5, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d74e7a148190a9470745bfd7ad42 |
completed | April 5, 2026, 3:30 a.m. |
Created at: March 30, 2026, 8:32 p.m.