Triple

T1122894
Position Surface form Disambiguated ID Type / Status
Subject Vereeniging E24651 entity
Predicate foundedBy P104 FINISHED
Object Samuel Marks (industrial development patron)
Samuel Marks was a prominent South African industrialist and philanthropist of the late 19th and early 20th centuries who played a key role in the country’s early industrial development.
E127742 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: Samuel Marks (industrial development patron) | Statement: [Vereeniging, foundedBy, Samuel Marks (industrial development patron)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel Marks (industrial development patron)
Context triple: [Vereeniging, foundedBy, Samuel Marks (industrial development patron)]
  • A. William Hulton
    William Hulton was a British magistrate and landowner best known for ordering the yeomanry to arrest speakers at the 1819 Peterloo reform meeting, a decision that helped trigger the ensuing massacre.
  • B. Fred Niblo
    Fred Niblo was an American film director and actor best known for his work during the silent era, including classics like "Ben-Hur: A Tale of the Christ" (1925).
  • C. Julius Lankershim
    Julius Lankershim was a prominent 19th-century Los Angeles landowner and developer whose holdings and influence helped shape early Hollywood and the San Fernando Valley.
  • D. Frederic L. Smith
    Frederic L. Smith was an American industrialist and early automotive pioneer who played a key role in the creation and development of General Motors.
  • E. Samuel Garbett
    Samuel Garbett was an 18th-century English industrialist and merchant from Birmingham, known for his role in the early chemical industry and his involvement in the influential Lunar Society.
  • 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: Samuel Marks (industrial development patron)
Triple: [Vereeniging, foundedBy, Samuel Marks (industrial development patron)]
Generated description
Samuel Marks was a prominent South African industrialist and philanthropist of the late 19th and early 20th centuries who played a key role in the country’s early industrial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel Marks (industrial development patron)
Target entity description: Samuel Marks was a prominent South African industrialist and philanthropist of the late 19th and early 20th centuries who played a key role in the country’s early industrial development.
  • A. William Hulton
    William Hulton was a British magistrate and landowner best known for ordering the yeomanry to arrest speakers at the 1819 Peterloo reform meeting, a decision that helped trigger the ensuing massacre.
  • B. Fred Niblo
    Fred Niblo was an American film director and actor best known for his work during the silent era, including classics like "Ben-Hur: A Tale of the Christ" (1925).
  • C. Julius Lankershim
    Julius Lankershim was a prominent 19th-century Los Angeles landowner and developer whose holdings and influence helped shape early Hollywood and the San Fernando Valley.
  • D. Frederic L. Smith
    Frederic L. Smith was an American industrialist and early automotive pioneer who played a key role in the creation and development of General Motors.
  • E. Samuel Garbett
    Samuel Garbett was an 18th-century English industrialist and merchant from Birmingham, known for his role in the early chemical industry and his involvement in the influential Lunar Society.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbc09e708190b099d436d1f737eb completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac539d51848190a9eb9ddaa7e4c6a8 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac54426e3c8190af166a54af44e210 completed March 7, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69ac54bb7b148190ba1c8ab2202cf429 completed March 7, 2026, 4:39 p.m.
Created at: March 1, 2026, 7:44 p.m.