Triple
T4235811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pamiers |
E94688
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
Route nationale 20
Route nationale 20 is a major French national highway that runs from Paris toward the Pyrenees, serving as an important north–south route through central and southwestern France.
|
E423693
|
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: Route nationale 20 | Statement: [Pamiers, roadAccessVia, Route nationale 20]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Route nationale 20 Context triple: [Pamiers, roadAccessVia, Route nationale 20]
-
A.
Route nationale 88
Route nationale 88 is a major French national highway in south-central France that links several regional cities across the Massif Central.
-
B.
Route Nationale No. 2
Route Nationale No. 2 is a major Haitian highway that runs along the southern peninsula, linking Port-au-Prince with key coastal cities and towns including Léogâne.
-
C.
Route nationale 106
Route nationale 106 is a French national highway in the Massif Central that links the town of Mende to other regional centers, serving as an important route through the Lozère area.
-
D.
Autoroute 20
Autoroute 20 is a major east–west highway in Quebec, Canada, forming part of the Trans-Canada Highway and connecting Montreal to several other key cities in the province.
-
E.
Autoroute A20
Autoroute A20 is a major French motorway running north–south through central France, linking cities such as Vierzon, Limoges, and Brive-la-Gaillarde and serving as a key route between the Paris region and the southwest.
- 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: Route nationale 20 Triple: [Pamiers, roadAccessVia, Route nationale 20]
Generated description
Route nationale 20 is a major French national highway that runs from Paris toward the Pyrenees, serving as an important north–south route through central and southwestern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Route nationale 20 Target entity description: Route nationale 20 is a major French national highway that runs from Paris toward the Pyrenees, serving as an important north–south route through central and southwestern France.
-
A.
Route nationale 88
Route nationale 88 is a major French national highway in south-central France that links several regional cities across the Massif Central.
-
B.
Route Nationale No. 2
Route Nationale No. 2 is a major Haitian highway that runs along the southern peninsula, linking Port-au-Prince with key coastal cities and towns including Léogâne.
-
C.
Route nationale 106
Route nationale 106 is a French national highway in the Massif Central that links the town of Mende to other regional centers, serving as an important route through the Lozère area.
-
D.
Autoroute 20
Autoroute 20 is a major east–west highway in Quebec, Canada, forming part of the Trans-Canada Highway and connecting Montreal to several other key cities in the province.
-
E.
Autoroute A20
Autoroute A20 is a major French motorway running north–south through central France, linking cities such as Vierzon, Limoges, and Brive-la-Gaillarde and serving as a key route between the Paris region and the southwest.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e72ff588190a50c04ab975612dd |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a866c2448190aaed83d8da3669b8 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8f374fc8190830286dfadc9bdbb |
completed | March 14, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a99a4a9c8190a7e9bbc119d8d775 |
completed | March 14, 2026, 6:31 p.m. |
Created at: March 12, 2026, 11:05 p.m.