Triple

T8435529
Position Surface form Disambiguated ID Type / Status
Subject Marans, Charente-Maritime E199213 entity
Predicate transport P230 FINISHED
Object D137 road
The D137 road is a departmental highway in western France that serves as a key regional route connecting towns such as Marans in the Charente-Maritime department.
 E734297 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: D137 road | Statement: [Marans, Charente-Maritime, transport, D137 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D137 road
Context triple: [Marans, Charente-Maritime, transport, D137 road]
  • A. R132 road
    The R132 road is a regional roadway in Ireland that runs through County Dublin, serving as a key local route parallel to parts of the M1 and connecting towns such as Swords.
  • B. D213 road
    The D213 road is a major coastal route in western France that connects the city of Saint-Nazaire and its surroundings, including via the prominent Pont de Saint-Nazaire bridge.
  • C. D15 road
    The D15 road is a departmental route in France that serves as a local connector in the Normandy region, including access to the historic town of Sainte-Mère-Église.
  • D. N13 road
    The N13 road is a major national highway in northwestern France that connects key towns in Normandy and serves as an important route between Caen and Cherbourg.
  • E. A-127 road
    The A-127 road is a regional highway in northeastern Spain that connects various towns in Aragón, including the historic village of Sos del Rey Católico, to the broader 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: D137 road
Triple: [Marans, Charente-Maritime, transport, D137 road]
Generated description
The D137 road is a departmental highway in western France that serves as a key regional route connecting towns such as Marans in the Charente-Maritime department.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D137 road
Target entity description: The D137 road is a departmental highway in western France that serves as a key regional route connecting towns such as Marans in the Charente-Maritime department.
  • A. R132 road
    The R132 road is a regional roadway in Ireland that runs through County Dublin, serving as a key local route parallel to parts of the M1 and connecting towns such as Swords.
  • B. D213 road
    The D213 road is a major coastal route in western France that connects the city of Saint-Nazaire and its surroundings, including via the prominent Pont de Saint-Nazaire bridge.
  • C. D15 road
    The D15 road is a departmental route in France that serves as a local connector in the Normandy region, including access to the historic town of Sainte-Mère-Église.
  • D. N13 road
    The N13 road is a major national highway in northwestern France that connects key towns in Normandy and serves as an important route between Caen and Cherbourg.
  • E. A-127 road
    The A-127 road is a regional highway in northeastern Spain that connects various towns in Aragón, including the historic village of Sos del Rey Católico, to the broader 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_69ca8314cd6c8190a6b8c2a1096e18f3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a905ac8190b1015e1da9b16938 completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1d71d9748190903ed97dde6d28f4 completed April 2, 2026, 7:40 a.m.
NEDg Description generation batch_69ce1fb008988190ae8e148cd937f5c4 completed April 2, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69ce205313fc8190863dbc6c904ef1af completed April 2, 2026, 7:52 a.m.
Created at: March 30, 2026, 6:08 p.m.