Triple

T21784673
Position Surface form Disambiguated ID Type / Status
Subject Lanaken E537803 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object N78 road
The N78 road is a regional roadway in Belgium that connects several towns in the Limburg province and serves as an important local traffic route.
 E1502577 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: N78 road | Statement: [Lanaken, hasTransportInfrastructure, N78 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N78 road
Context triple: [Lanaken, hasTransportInfrastructure, N78 road]
  • A. N78 road
    The N78 road is a national secondary route in Ireland that links the town of Castlecomer with other key locations in the southeast of the country.
  • B. N781 road
    N781 road is a regional Dutch roadway in the province of Gelderland that connects the town of Ede with Wageningen.
  • C. N7 road
    The N7 road is a major national highway in Luxembourg that serves as a key north–south route connecting towns such as Colmar-Berg to the rest of the country.
  • D. N7 road
    The N7 road is a major national primary route in Ireland that connects Dublin with Limerick and serves as a key part of the main corridor to the southwest of the country.
  • E. 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.
  • 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: N78 road
Triple: [Lanaken, hasTransportInfrastructure, N78 road]
Generated description
The N78 road is a regional roadway in Belgium that connects several towns in the Limburg province and serves as an important local traffic route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N78 road
Target entity description: The N78 road is a regional roadway in Belgium that connects several towns in the Limburg province and serves as an important local traffic route.
  • A. N78 road
    The N78 road is a national secondary route in Ireland that links the town of Castlecomer with other key locations in the southeast of the country.
  • B. N781 road
    N781 road is a regional Dutch roadway in the province of Gelderland that connects the town of Ede with Wageningen.
  • C. N7 road
    The N7 road is a major national primary route in Ireland that connects Dublin with Limerick and serves as a key part of the main corridor to the southwest of the country.
  • D. 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.
  • E. N7 road
    The N7 road is a major national highway in Luxembourg that serves as a key north–south route connecting towns such as Colmar-Berg to the rest of the country.
  • 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_69e0c47198f881908cb0d237266c10e9 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f04630f4f08190910b9e499a4249ca completed April 28, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e71399c8190b80ebe0870bbcda9 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f80ad2c8190bc9b8de10b37c826 completed May 17, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0a402328f88190aedece0522614d71 completed May 17, 2026, 10:24 p.m.
Created at: April 16, 2026, 6:52 p.m.