Triple

T3460754
Position Surface form Disambiguated ID Type / Status
Subject Karoo E73016 entity
Predicate majorTown P316 FINISHED
Object Colesberg
Colesberg is a small historic town in South Africa’s Northern Cape, known as a key stopover on the N1 highway and a gateway to the semi-arid Karoo region.
 E363366 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: Colesberg | Statement: [Karoo, majorTown, Colesberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Colesberg
Context triple: [Karoo, majorTown, Colesberg]
  • A. Graaff-Reinet
    Graaff-Reinet is a historic town in South Africa’s Eastern Cape, known as one of the country’s oldest settlements and a center of early Afrikaner history.
  • B. Ossehoek
    Ossehoek is a small island located in the Grevelingen lake area in the southwestern Netherlands, known primarily as a quiet nature and recreation spot.
  • C. Andriesvale
    Andriesvale is a place named in honor of the 19th-century Boer leader and Voortrekker general Andries Pretorius.
  • D. Rustenburg
    Rustenburg is a city in South Africa’s North West Province known for its mining industry and as one of the venues for the 2010 FIFA World Cup.
  • E. Fort de Kock
    Fort de Kock is a former Dutch colonial garrison town in West Sumatra, Indonesia, now known as Bukittinggi, noted for its historical hilltop fort and role in Minangkabau history.
  • 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: Colesberg
Triple: [Karoo, majorTown, Colesberg]
Generated description
Colesberg is a small historic town in South Africa’s Northern Cape, known as a key stopover on the N1 highway and a gateway to the semi-arid Karoo region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Colesberg
Target entity description: Colesberg is a small historic town in South Africa’s Northern Cape, known as a key stopover on the N1 highway and a gateway to the semi-arid Karoo region.
  • A. Graaff-Reinet
    Graaff-Reinet is a historic town in South Africa’s Eastern Cape, known as one of the country’s oldest settlements and a center of early Afrikaner history.
  • B. Ossehoek
    Ossehoek is a small island located in the Grevelingen lake area in the southwestern Netherlands, known primarily as a quiet nature and recreation spot.
  • C. Andriesvale
    Andriesvale is a place named in honor of the 19th-century Boer leader and Voortrekker general Andries Pretorius.
  • D. Rustenburg
    Rustenburg is a city in South Africa’s North West Province known for its mining industry and as one of the venues for the 2010 FIFA World Cup.
  • E. Fort de Kock
    Fort de Kock is a former Dutch colonial garrison town in West Sumatra, Indonesia, now known as Bukittinggi, noted for its historical hilltop fort and role in Minangkabau history.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae745e081909007cd3a664c57f3 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373aaff688190b9f12a7042055a1c completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b3773ca1148190ac2e83428b36eea4 completed March 13, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_69b3779b017481909d6e085f8795fe5f completed March 13, 2026, 2:34 a.m.
Created at: March 8, 2026, 3:17 p.m.