Triple

T16430088
Position Surface form Disambiguated ID Type / Status
Subject Villiers-le-Bel E399048 entity
Predicate roadAccessVia P9041 FINISHED
Object D316 road
The D316 road is a departmental route in northern France that serves as a key local connector for communities such as Villiers-le-Bel within the Île-de-France region.
 E1213414 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: D316 road | Statement: [Villiers-le-Bel, roadAccessVia, D316 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D316 road
Context triple: [Villiers-le-Bel, roadAccessVia, D316 road]
  • A. A316 road
    The A316 road is a major arterial route in southwest London and Surrey that connects central London to the M3 motorway and serves as a key commuter and traffic corridor.
  • B. D531 road
    The D531 road is a scenic route in southeastern France that winds through the dramatic Gorges de la Bourne in the Vercors massif.
  • C. D136 road
    The D136 road is a departmental route in northern France that serves local traffic, including access to the commune of Nanteuil-le-Haudouin in the Oise department.
  • D. D341 road
    The D341 road is a regional roadway in northern France that connects various towns and communes, including Thérouanne, facilitating local transportation and access.
  • E. N31 road
    The N31 road is a national primary route in Ireland that connects the port town of Dún Laoghaire with the country’s main 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: D316 road
Triple: [Villiers-le-Bel, roadAccessVia, D316 road]
Generated description
The D316 road is a departmental route in northern France that serves as a key local connector for communities such as Villiers-le-Bel within the Île-de-France region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D316 road
Target entity description: The D316 road is a departmental route in northern France that serves as a key local connector for communities such as Villiers-le-Bel within the Île-de-France region.
  • A. A316 road
    The A316 road is a major arterial route in southwest London and Surrey that connects central London to the M3 motorway and serves as a key commuter and traffic corridor.
  • B. D531 road
    The D531 road is a scenic route in southeastern France that winds through the dramatic Gorges de la Bourne in the Vercors massif.
  • C. D136 road
    The D136 road is a departmental route in northern France that serves local traffic, including access to the commune of Nanteuil-le-Haudouin in the Oise department.
  • D. D341 road
    The D341 road is a regional roadway in northern France that connects various towns and communes, including Thérouanne, facilitating local transportation and access.
  • E. N31 road
    The N31 road is a national primary route in Ireland that connects the port town of Dún Laoghaire with the country’s main 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328fe0f488190ac34aa677c980a20 completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00458331748190a4bd1c5d2d466e6d completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a0046ce23948190a2207e5e27493dac completed May 10, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_6a004767d1c88190814e83f09383e874 completed May 10, 2026, 8:52 a.m.
Created at: April 10, 2026, 5:10 a.m.