Triple

T5993833
Position Surface form Disambiguated ID Type / Status
Subject Halderberge E133417 entity
Predicate containsSettlement P847 FINISHED
Object Stampersgat
Stampersgat is a small village in the Dutch province of North Brabant, known for its rural character and location within the municipality of Halderberge.
 E562074 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: Stampersgat | Statement: [Halderberge, containsSettlement, Stampersgat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stampersgat
Context triple: [Halderberge, containsSettlement, Stampersgat]
  • A. Twee Rivieren Gate
    Twee Rivieren Gate is the main access point and administrative hub at the southern entrance of the Kgalagadi Transfrontier Park, serving as a key gateway for visitors to the reserve.
  • B. Groblersdal
    Groblersdal is a town in South Africa’s Limpopo province known as an important agricultural center, particularly for irrigation-based farming.
  • C. Klaaswaal
    Klaaswaal is a village in the Dutch province of South Holland, known for its rural character and location on the island of Hoeksche Waard.
  • D. Hammanskraal
    Hammanskraal is a peri-urban township and surrounding area in northern Gauteng, South Africa, known for its proximity to Pretoria and ongoing challenges with service delivery and water quality.
  • E. Koepoort
    Koepoort is a historic Dutch city gate known as one of the traditional entrances to a fortified town in the Netherlands.
  • 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: Stampersgat
Triple: [Halderberge, containsSettlement, Stampersgat]
Generated description
Stampersgat is a small village in the Dutch province of North Brabant, known for its rural character and location within the municipality of Halderberge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stampersgat
Target entity description: Stampersgat is a small village in the Dutch province of North Brabant, known for its rural character and location within the municipality of Halderberge.
  • A. Twee Rivieren Gate
    Twee Rivieren Gate is the main access point and administrative hub at the southern entrance of the Kgalagadi Transfrontier Park, serving as a key gateway for visitors to the reserve.
  • B. Groblersdal
    Groblersdal is a town in South Africa’s Limpopo province known as an important agricultural center, particularly for irrigation-based farming.
  • C. Klaaswaal
    Klaaswaal is a village in the Dutch province of South Holland, known for its rural character and location on the island of Hoeksche Waard.
  • D. Hammanskraal
    Hammanskraal is a peri-urban township and surrounding area in northern Gauteng, South Africa, known for its proximity to Pretoria and ongoing challenges with service delivery and water quality.
  • E. Koepoort
    Koepoort is a historic Dutch city gate known as one of the traditional entrances to a fortified town in the Netherlands.
  • 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_69c00870ddbc81909880fa3864f4f38d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e92e1448190bbf961a8243082ee completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108685f788190aa3f84e56837b195 completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10a15b9e08190be8b559e467d1d8c completed March 23, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69c10aaf299481909d0e824a126381e3 completed March 23, 2026, 9:41 a.m.
Created at: March 22, 2026, 4:05 p.m.