Triple

T14304231
Position Surface form Disambiguated ID Type / Status
Subject N14 highway E354649 entity
Predicate connects P390 FINISHED
Object Ventersdorp
Ventersdorp is a small agricultural town in South Africa’s North West province, historically known as a conservative stronghold and for its association with right-wing Afrikaner politics.
 E1201156 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: Ventersdorp | Statement: [N14 highway, connects, Ventersdorp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ventersdorp
Context triple: [N14 highway, connects, Ventersdorp]
  • A. Numansdorp
    Numansdorp is a village in the western Netherlands known for its rural character and location on the island of Hoeksche Waard.
  • B. Veenendaal
    Veenendaal is a Dutch town and municipality in the central Netherlands, known for its location between Utrecht and the Veluwe and its mix of residential, commercial, and light industrial areas.
  • C. Dysselsdorp
    Dysselsdorp is a small rural town in South Africa’s Western Cape province, situated in the semi-arid Little Karoo region.
  • D. Beinsdorp
    Beinsdorp is a small village in the Dutch province of North Holland, situated within the municipality of Haarlemmermeer.
  • E. Schoorl
    Schoorl is a coastal village in North Holland, the Netherlands, known for its extensive dune landscapes and as the birthplace of Renaissance painter Jan van Scorel.
  • 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: Ventersdorp
Triple: [N14 highway, connects, Ventersdorp]
Generated description
Ventersdorp is a small agricultural town in South Africa’s North West province, historically known as a conservative stronghold and for its association with right-wing Afrikaner politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ventersdorp
Target entity description: Ventersdorp is a small agricultural town in South Africa’s North West province, historically known as a conservative stronghold and for its association with right-wing Afrikaner politics.
  • A. Numansdorp
    Numansdorp is a village in the western Netherlands known for its rural character and location on the island of Hoeksche Waard.
  • B. Veenendaal
    Veenendaal is a Dutch town and municipality in the central Netherlands, known for its location between Utrecht and the Veluwe and its mix of residential, commercial, and light industrial areas.
  • C. Dysselsdorp
    Dysselsdorp is a small rural town in South Africa’s Western Cape province, situated in the semi-arid Little Karoo region.
  • D. Beinsdorp
    Beinsdorp is a small village in the Dutch province of North Holland, situated within the municipality of Haarlemmermeer.
  • E. Schoorl
    Schoorl is a coastal village in North Holland, the Netherlands, known for its extensive dune landscapes and as the birthplace of Renaissance painter Jan van Scorel.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85afabe48190926d6098047f4bcf completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00077201c08190a0c3bb259856d5c9 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000a52300c8190a7f6a8b6fa4bdf1e completed May 10, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_6a000acaae64819086cc10469f52c0b4 completed May 10, 2026, 4:34 a.m.
Created at: April 10, 2026, 1:12 a.m.