Triple

T9815356
Position Surface form Disambiguated ID Type / Status
Subject Tongeren E238388 entity
Predicate roadConnection P385 FINISHED
Object N79 road
The N79 road is a regional highway in Belgium that serves as a key route connecting the city of Tongeren with other nearby towns and transport networks.
E825532 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: N79 road | Statement: [Tongeren, roadConnection, N79 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: N79 road
Context triple: [Tongeren, roadConnection, N79 road]
  • A. 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.
  • B. N759 road
    The N759 road is a regional Dutch roadway in the province of Overijssel that connects the town of Hasselt with surrounding areas.
  • C. N781 road
    N781 road is a regional Dutch roadway in the province of Gelderland that connects the town of Ede with Wageningen.
  • D. N9 road
    The N9 road is a national route in South Africa that runs through the Eastern and Western Cape, linking several inland towns and serving as an important regional transport corridor.
  • E. N76 road
    The N76 road is a national secondary route in Ireland that links the city of Kilkenny with the town of Clonmel, passing through several communities in County Kilkenny and County Tipperary.
  • 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: N79 road
Triple: [Tongeren, roadConnection, N79 road]
Generated description
The N79 road is a regional highway in Belgium that serves as a key route connecting the city of Tongeren with other nearby towns and transport networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: N79 road
Target entity description: The N79 road is a regional highway in Belgium that serves as a key route connecting the city of Tongeren with other nearby towns and transport networks.
  • A. 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.
  • B. N759 road
    The N759 road is a regional Dutch roadway in the province of Overijssel that connects the town of Hasselt with surrounding areas.
  • C. N781 road
    N781 road is a regional Dutch roadway in the province of Gelderland that connects the town of Ede with Wageningen.
  • D. N9 road
    The N9 road is a national route in South Africa that runs through the Eastern and Western Cape, linking several inland towns and serving as an important regional transport corridor.
  • E. N76 road
    The N76 road is a national secondary route in Ireland that links the city of Kilkenny with the town of Clonmel, passing through several communities in County Kilkenny and County Tipperary.
  • 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_69ca84dfde1481909f47c286d715f892 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb2f341648190bf8343e1124085cb completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5b599f88190a8f54771c4a75e58 completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d988d8588190b5a8ae071b4fcd40 completed April 5, 2026, 3:39 a.m.
NED2 Entity disambiguation (via description) batch_69d1d9d98b5c8190825a06d57f59d1d3 completed April 5, 2026, 3:41 a.m.
Created at: March 30, 2026, 8:30 p.m.