Triple

T4301169
Position Surface form Disambiguated ID Type / Status
Subject Saint-Affrique E99838 entity
Predicate hasRoadConnection P385 FINISHED
Object D7 road
The D7 road is a regional route in southern France that serves as a key local connector for the town of Saint-Affrique and surrounding areas.
 E428685 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: D7 road | Statement: [Saint-Affrique, hasRoadConnection, D7 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D7 road
Context triple: [Saint-Affrique, hasRoadConnection, D7 road]
  • A. D5 road
    The D5 road is a regional roadway in France that provides access to local destinations such as the Giverny cemetery and surrounding areas.
  • B. A70 road
    The A70 road is a major route in Scotland that runs from Ayr on the west coast inland toward Edinburgh, connecting several towns across the central belt.
  • C. N7 road
    The N7 road is a major French national highway that historically linked Paris to the south of France and served as a key route before the development of modern motorways.
  • D. A77 road
    The A77 road is a major route in southwest Scotland that runs from Glasgow to the port town of Stranraer, serving as a key link between central Scotland and ferry services to Northern Ireland.
  • E. D21 road
    The D21 road is a regional route in eastern France that runs through the Haute-Savoie area, including crossing the Dranse river.
  • 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: D7 road
Triple: [Saint-Affrique, hasRoadConnection, D7 road]
Generated description
The D7 road is a regional route in southern France that serves as a key local connector for the town of Saint-Affrique and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D7 road
Target entity description: The D7 road is a regional route in southern France that serves as a key local connector for the town of Saint-Affrique and surrounding areas.
  • A. D5 road
    The D5 road is a regional roadway in France that provides access to local destinations such as the Giverny cemetery and surrounding areas.
  • B. A70 road
    The A70 road is a major route in Scotland that runs from Ayr on the west coast inland toward Edinburgh, connecting several towns across the central belt.
  • C. N7 road
    The N7 road is a major French national highway that historically linked Paris to the south of France and served as a key route before the development of modern motorways.
  • D. A77 road
    The A77 road is a major route in southwest Scotland that runs from Glasgow to the port town of Stranraer, serving as a key link between central Scotland and ferry services to Northern Ireland.
  • E. D21 road
    The D21 road is a regional route in eastern France that runs through the Haute-Savoie area, including crossing the Dranse river.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3509fb2b88190a13ab88a5b924052 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c74d59688190820cef42c4228a3a completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7bd187c8190b79894c864ea5b19 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c88035dc8190beacf43974a29c78 completed March 14, 2026, 8:43 p.m.
Created at: March 12, 2026, 11:08 p.m.