Triple

T21493368
Position Surface form Disambiguated ID Type / Status
Subject Herentals E530290 entity
Predicate roadConnection P385 FINISHED
Object N152 road
The N152 road is a regional roadway in Belgium that serves as a key connector to the city of Herentals in the province of Antwerp.
 E1489719 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: N152 road | Statement: [Herentals, roadConnection, N152 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N152 road
Context triple: [Herentals, roadConnection, N152 road]
  • A. 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.
  • 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. N215 road
    The N215 road is a regional highway in the Netherlands that connects towns on the island of Goeree-Overflakkee in South Holland.
  • D. N165 road
    The N165 road is a major national highway in western France that connects the cities of Nantes and Brest, forming part of the European route E60.
  • E. N12 road
    The N12 road is a major French national highway in Brittany that links the city of Brest with other key urban centers in the region.
  • 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: N152 road
Triple: [Herentals, roadConnection, N152 road]
Generated description
The N152 road is a regional roadway in Belgium that serves as a key connector to the city of Herentals in the province of Antwerp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N152 road
Target entity description: The N152 road is a regional roadway in Belgium that serves as a key connector to the city of Herentals in the province of Antwerp.
  • A. 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.
  • 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. N215 road
    The N215 road is a regional highway in the Netherlands that connects towns on the island of Goeree-Overflakkee in South Holland.
  • D. N165 road
    The N165 road is a major national highway in western France that connects the cities of Nantes and Brest, forming part of the European route E60.
  • E. N12 road
    The N12 road is a major French national highway in Brittany that links the city of Brest with other key urban centers in the region.
  • 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea54fb608190a147cd8aa6d6d04b completed April 23, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eed1b7e4819083fea1c766cf2f61 completed May 17, 2026, 4:37 p.m.
NEDg Description generation batch_6a09ef50bed48190b42726fe2040b8a5 completed May 17, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_6a09efab15e081908158b4bfc7202544 completed May 17, 2026, 4:41 p.m.
Created at: April 16, 2026, 6:23 p.m.