Triple

T22011030
Position Surface form Disambiguated ID Type / Status
Subject Hoogstraten E543571 entity
Predicate hasTransport P1298 FINISHED
Object N14 road
The N14 road is a regional highway in Belgium that connects the town of Hoogstraten with other nearby urban centers.
 E1517612 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: N14 road | Statement: [Hoogstraten, hasTransport, N14 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N14 road
Context triple: [Hoogstraten, hasTransport, N14 road]
  • A. N14 road
    The N14 road is a major national highway in northern France that connects Paris to Rouen and serves as an important route through the Vexin region.
  • B. N15 road
    The N15 road is a national primary route in northwest Ireland that connects Sligo to Lifford, passing through towns such as Drumcliff in County Sligo.
  • C. N15 road
    The N15 road is a major Dutch roadway in the port area of Rotterdam that connects key industrial zones and links to the national motorway network.
  • D. N17 road
    The N17 road is a national primary route in western Ireland that connects several key towns between County Sligo and County Galway.
  • E. N13 road
    The N13 road is a regional roadway in Belgium that serves as a key connector between the town of Herentals and surrounding areas.
  • 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: N14 road
Triple: [Hoogstraten, hasTransport, N14 road]
Generated description
The N14 road is a regional highway in Belgium that connects the town of Hoogstraten with other nearby urban centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N14 road
Target entity description: The N14 road is a regional highway in Belgium that connects the town of Hoogstraten with other nearby urban centers.
  • A. N14 road
    The N14 road is a major national highway in northern France that connects Paris to Rouen and serves as an important route through the Vexin region.
  • B. N15 road
    The N15 road is a national primary route in northwest Ireland that connects Sligo to Lifford, passing through towns such as Drumcliff in County Sligo.
  • C. N15 road
    The N15 road is a major Dutch roadway in the port area of Rotterdam that connects key industrial zones and links to the national motorway network.
  • D. N17 road
    The N17 road is a national primary route in western Ireland that connects several key towns between County Sligo and County Galway.
  • E. N13 road
    The N13 road is a regional roadway in Belgium that serves as a key connector between the town of Herentals and surrounding areas.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a4338c8190836074d21bfbaf78 completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a809cc7fc81908c9d7164ed135b41 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a8484d02c8190a030f896a697820e completed May 18, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8538ae648190b1c6315a7af34d3f completed May 18, 2026, 3:19 a.m.
Created at: April 16, 2026, 8:22 p.m.