Triple

T2505288
Position Surface form Disambiguated ID Type / Status
Subject Khoe languages E52562 entity
Predicate hasLinguisticResearchBy P28320 FINISHED
Object Anthony Traill
Anthony Traill was a South African linguist renowned for his pioneering research and documentation of Khoisan, particularly Khoe, languages.
E294324 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: Anthony Traill | Statement: [Khoe languages, hasLinguisticResearchBy, Anthony Traill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Traill
Context triple: [Khoe languages, hasLinguisticResearchBy, Anthony Traill]
  • A. Charles Trubshaw
    Charles Trubshaw was a British architect best known for designing prominent Victorian railway hotels and stations in England.
  • B. William Sharp
    William Sharp was a Scottish poet, biographer, and literary figure of the late 19th century, also known for publishing mystical and Celtic-themed works under the pseudonym Fiona Macleod.
  • C. Charles Askowith
    Charles Askowith was the designer responsible for creating the modern flag of Israel.
  • D. Geoffrey Streatfeild
    Geoffrey Streatfeild is a British actor known for his work in film, television, and theatre, including roles in productions such as "The Thick of It" and "Spooks."
  • E. Alastair Grahame
    Alastair Grahame was the only son of British author Kenneth Grahame, whose troubled life and early death are often linked to the darker undercurrents in his father's classic work "The Wind in the Willows."
  • 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: Anthony Traill
Triple: [Khoe languages, hasLinguisticResearchBy, Anthony Traill]
Generated description
Anthony Traill was a South African linguist renowned for his pioneering research and documentation of Khoisan, particularly Khoe, languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Traill
Target entity description: Anthony Traill was a South African linguist renowned for his pioneering research and documentation of Khoisan, particularly Khoe, languages.
  • A. Charles Trubshaw
    Charles Trubshaw was a British architect best known for designing prominent Victorian railway hotels and stations in England.
  • B. William Sharp
    William Sharp was a Scottish poet, biographer, and literary figure of the late 19th century, also known for publishing mystical and Celtic-themed works under the pseudonym Fiona Macleod.
  • C. Charles Askowith
    Charles Askowith was the designer responsible for creating the modern flag of Israel.
  • D. Geoffrey Streatfeild
    Geoffrey Streatfeild is a British actor known for his work in film, television, and theatre, including roles in productions such as "The Thick of It" and "Spooks."
  • E. Alastair Grahame
    Alastair Grahame was the only son of British author Kenneth Grahame, whose troubled life and early death are often linked to the darker undercurrents in his father's classic work "The Wind in the Willows."
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cec9f48190848b6129aa394ce4 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbaef55881909ef223f366c209c7 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc545dc48190b61ed2ee73d53737 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbcd39c608190b01924370208f1ec completed March 10, 2026, 6:40 a.m.
Created at: March 6, 2026, 9:46 p.m.