Triple

T14097577
Position Surface form Disambiguated ID Type / Status
Subject Lower Vaal Water Management Area E339291 entity
Predicate containsTown P847 FINISHED
Object Warrenton
Warrenton is a small South African town situated on the Vaal River in the Northern Cape, known historically as an agricultural and railway hub.
E1079908 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: Warrenton | Statement: [Lower Vaal Water Management Area, containsTown, Warrenton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warrenton
Context triple: [Lower Vaal Water Management Area, containsTown, Warrenton]
  • A. Warrenton
    Warrenton is a small historic town in Fauquier County that serves as a commercial and civic hub for the surrounding rural areas of Northern Virginia.
  • B. Warrenton, Virginia
    Warrenton, Virginia is a historic small town in Fauquier County known for its preserved 19th-century architecture, Civil War heritage, and role as a commercial hub in the northern Virginia Piedmont region.
  • C. Warrenton, North Carolina
    Warrenton, North Carolina is a small historic town in Warren County known for its 18th- and 19th-century architecture and role in early American political history.
  • D. Ralston
    Ralston is a surname of English and Scottish origin borne by various notable individuals across different fields.
  • E. Richardville
    Richardville is a French-origin surname most notably associated with Jean Baptiste Richardville, a prominent 19th-century Miami (Myaamia) chief.
  • 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: Warrenton
Triple: [Lower Vaal Water Management Area, containsTown, Warrenton]
Generated description
Warrenton is a small South African town situated on the Vaal River in the Northern Cape, known historically as an agricultural and railway hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warrenton
Target entity description: Warrenton is a small South African town situated on the Vaal River in the Northern Cape, known historically as an agricultural and railway hub.
  • A. Warrenton
    Warrenton is a small historic town in Fauquier County that serves as a commercial and civic hub for the surrounding rural areas of Northern Virginia.
  • B. Warrenton, Virginia
    Warrenton, Virginia is a historic small town in Fauquier County known for its preserved 19th-century architecture, Civil War heritage, and role as a commercial hub in the northern Virginia Piedmont region.
  • C. Warrenton, North Carolina
    Warrenton, North Carolina is a small historic town in Warren County known for its 18th- and 19th-century architecture and role in early American political history.
  • D. Ralston
    Ralston is a surname of English and Scottish origin borne by various notable individuals across different fields.
  • E. Richardville
    Richardville is a French-origin surname most notably associated with Jean Baptiste Richardville, a prominent 19th-century Miami (Myaamia) chief.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5fb926288190a7f0f50d1d585d76 completed April 14, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0adfc28819097a1bfd56739c286 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd41c84408190ab4bc885e7ba8f81 completed May 7, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69fcd4ab4b588190977b3dc2adc1f412 completed May 7, 2026, 6:06 p.m.
Created at: April 9, 2026, 10:22 p.m.