Triple
T7238716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langogne |
E155298
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object |
D988 road
The D988 road is a regional route in southern France that connects the town of Langogne with other nearby localities in the Lozère area.
|
E650780
|
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: D988 road | Statement: [Langogne, roadAccess, D988 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: D988 road Context triple: [Langogne, roadAccess, D988 road]
-
A.
D984 road
The D984 road is a departmental route in eastern France that serves local traffic and connects towns such as Pont d’Ain within the regional road network.
-
B.
D92 road
D92 road is a major thoroughfare in Dubai, United Arab Emirates, running along the city’s historic waterfront areas and connecting key districts including those served by the Al Shindagha Tunnel.
-
C.
D999 road
The D999 road is a departmental route in southern France that serves as a key regional connector, including linking the town of Saint-Affrique to other nearby communities.
-
D.
D970 road
The D970 road is a departmental route in southern France that serves as a regional connector in and around the town of Tarascon.
-
E.
D973 road
The D973 road is a departmental route in the Côte-d'Or department of eastern France that serves local towns such as Nolay and connects them to the regional 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: D988 road Triple: [Langogne, roadAccess, D988 road]
Generated description
The D988 road is a regional route in southern France that connects the town of Langogne with other nearby localities in the Lozère area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: D988 road Target entity description: The D988 road is a regional route in southern France that connects the town of Langogne with other nearby localities in the Lozère area.
-
A.
D984 road
The D984 road is a departmental route in eastern France that serves local traffic and connects towns such as Pont d’Ain within the regional road network.
-
B.
D92 road
D92 road is a major thoroughfare in Dubai, United Arab Emirates, running along the city’s historic waterfront areas and connecting key districts including those served by the Al Shindagha Tunnel.
-
C.
D999 road
The D999 road is a departmental route in southern France that serves as a key regional connector, including linking the town of Saint-Affrique to other nearby communities.
-
D.
D970 road
The D970 road is a departmental route in southern France that serves as a regional connector in and around the town of Tarascon.
-
E.
D973 road
The D973 road is a departmental route in the Côte-d'Or department of eastern France that serves local towns such as Nolay and connects them to the regional 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_69c688143bfc81908d4176617735e601 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea368fb88190bd9e991e8b94dac6 |
completed | March 27, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc3d75b48190916bf327396f2666 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7ce24f4148190877852983c9aadb5 |
completed | March 28, 2026, 12:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ce9f73508190a2d1eb35237c3073 |
completed | March 28, 2026, 12:50 p.m. |
Created at: March 27, 2026, 2:55 p.m.