Triple

T19307518
Position Surface form Disambiguated ID Type / Status
Subject Charles Murray (poet) E482874 entity
Predicate employer P7 FINISHED
Object Public Works Department of the Transvaal
The Public Works Department of the Transvaal was a governmental body in the former Transvaal colony responsible for planning, constructing, and maintaining public infrastructure and buildings.
E655749 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: Public Works Department of the Transvaal | Statement: [Charles Murray (poet), employer, Public Works Department of the Transvaal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Works Department of the Transvaal
Context triple: [Charles Murray (poet), employer, Public Works Department of the Transvaal]
  • A. provincial government of Transvaal
    The provincial government of Transvaal was the administrative authority that governed the Transvaal Province in South Africa during the period of provincial self-government under the Union of South Africa.
  • B. Transvaal Colony government
    The Transvaal Colony government was the British colonial administration that governed the former South African Republic after the Second Boer War, prior to its incorporation into the Union of South Africa.
  • C. Voortrekker Monument Company
    Voortrekker Monument Company is the organization responsible for managing and preserving the historic Voortrekker Monument and its associated heritage site in Pretoria, South Africa.
  • D. Bloemfontein waterworks
    Bloemfontein waterworks was a strategically vital water supply installation for the city of Bloemfontein during the Second Boer War.
  • E. Gauteng Provincial Government
    The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
  • 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: Public Works Department of the Transvaal
Triple: [Charles Murray (poet), employer, Public Works Department of the Transvaal]
Generated description
The Public Works Department of the Transvaal was a governmental body in the former Transvaal colony responsible for planning, constructing, and maintaining public infrastructure and buildings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Works Department of the Transvaal
Target entity description: The Public Works Department of the Transvaal was a governmental body in the former Transvaal colony responsible for planning, constructing, and maintaining public infrastructure and buildings.
  • A. provincial government of Transvaal
    The provincial government of Transvaal was the administrative authority that governed the Transvaal Province in South Africa during the period of provincial self-government under the Union of South Africa.
  • B. Transvaal Colony government chosen
    The Transvaal Colony government was the British colonial administration that governed the former South African Republic after the Second Boer War, prior to its incorporation into the Union of South Africa.
  • C. Voortrekker Monument Company
    Voortrekker Monument Company is the organization responsible for managing and preserving the historic Voortrekker Monument and its associated heritage site in Pretoria, South Africa.
  • D. Bloemfontein waterworks
    Bloemfontein waterworks was a strategically vital water supply installation for the city of Bloemfontein during the Second Boer War.
  • E. Gauteng Provincial Government
    The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
  • F. None of above.

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_69d8e8d04d5c8190baa816986f2b1d1e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e604ca81e88190a276064f5f8dfd3a completed April 20, 2026, 10:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07145b6e008190b92a883175c5fc2c completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a071539637081909eb54bc2553c47b9 completed May 15, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_6a07161b27e4819088745c7f1c169416 completed May 15, 2026, 12:48 p.m.
Created at: April 10, 2026, 1:32 p.m.