Triple
T2028247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heysham |
E44457
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
A683 road
The A683 road is a primary route in North West England that connects the port town of Heysham with Lancaster and other parts of Lancashire and Cumbria.
|
E525353
|
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: A683 road | Statement: [Heysham, hasTransportLink, A683 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A683 road Context triple: [Heysham, hasTransportLink, A683 road]
-
A.
A681 road
The A681 road is a regional route in Lancashire, England, connecting the town of Bacup with nearby communities through the South Pennines.
-
B.
A682 road
The A682 road is a major route in North West England that runs through Lancashire and North Yorkshire, connecting several towns and rural areas and serving as an important link between the M65 motorway and the Yorkshire Dales.
-
C.
A671 road
The A671 road is a significant regional route in North West England that connects towns such as Burnley and Whalley, serving as an important link through the Ribble Valley and surrounding areas.
-
D.
A607 road
The A607 road is a regional route in England that links the town of Grantham in Lincolnshire with other nearby urban centers.
-
E.
A677 road
The A677 road is a primary route in Lancashire, England, running through and connecting towns such as Blackburn and Preston.
- 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: A683 road Triple: [Heysham, hasTransportLink, A683 road]
Generated description
The A683 road is a primary route in North West England that connects the port town of Heysham with Lancaster and other parts of Lancashire and Cumbria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A683 road Target entity description: The A683 road is a primary route in North West England that connects the port town of Heysham with Lancaster and other parts of Lancashire and Cumbria.
-
A.
A681 road
The A681 road is a regional route in Lancashire, England, connecting the town of Bacup with nearby communities through the South Pennines.
-
B.
A682 road
The A682 road is a major route in North West England that runs through Lancashire and North Yorkshire, connecting several towns and rural areas and serving as an important link between the M65 motorway and the Yorkshire Dales.
-
C.
A671 road
The A671 road is a significant regional route in North West England that connects towns such as Burnley and Whalley, serving as an important link through the Ribble Valley and surrounding areas.
-
D.
A607 road
The A607 road is a regional route in England that links the town of Grantham in Lincolnshire with other nearby urban centers.
-
E.
A677 road
The A677 road is a primary route in Lancashire, England, running through and connecting towns such as Blackburn and Preston.
- 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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9136f888190b0fd03530e9eda1e |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf8bb93044819094d61035355c08f0 |
completed | March 22, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69bf8c2278088190891dace4d0d4d360 |
completed | March 22, 2026, 6:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf8c883c3081909bfc56ea125fc9fc |
completed | March 22, 2026, 6:30 a.m. |
Created at: March 4, 2026, 7:38 p.m.