Triple

T11477853
Position Surface form Disambiguated ID Type / Status
Subject Arrernte languages E272067 entity
Predicate hasLinguisticDescriptionBy P15526 FINISHED
Object linguist John Henderson
John Henderson is a linguist known for his extensive descriptive and analytical work on the Arrernte languages of Central Australia.
 E927650 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: linguist John Henderson | Statement: [Arrernte languages, hasLinguisticDescriptionBy, linguist John Henderson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: linguist John Henderson
Context triple: [Arrernte languages, hasLinguisticDescriptionBy, linguist John Henderson]
  • A. linguist David Mead
    David Mead is a linguist specializing in Austronesian languages, particularly the Celebic subgroup, with notable work in historical and comparative linguistics.
  • B. linguist John O. Rankin
    John O. Rankin is a linguist known for his documentation and analysis of the Unami language, a dialect of the Lenape (Delaware) Native American language.
  • C. linguist D. L. R. Lorimer
    D. L. R. Lorimer was a British linguist and philologist known for his pioneering descriptive and comparative work on lesser-studied languages of the Indian subcontinent and surrounding regions.
  • D. John Simon (linguist)
    John Simon was an American literary critic and linguist known for his sharp, often acerbic reviews and his staunch defense of traditional standards in language and the arts.
  • E. linguist William Shipley
    William Shipley was an American linguist best known for his extensive work on and preservation of Native Californian languages, particularly the Maidu language.
  • 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: linguist John Henderson
Triple: [Arrernte languages, hasLinguisticDescriptionBy, linguist John Henderson]
Generated description
John Henderson is a linguist known for his extensive descriptive and analytical work on the Arrernte languages of Central Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: linguist John Henderson
Target entity description: John Henderson is a linguist known for his extensive descriptive and analytical work on the Arrernte languages of Central Australia.
  • A. linguist David Mead
    David Mead is a linguist specializing in Austronesian languages, particularly the Celebic subgroup, with notable work in historical and comparative linguistics.
  • B. linguist John O. Rankin
    John O. Rankin is a linguist known for his documentation and analysis of the Unami language, a dialect of the Lenape (Delaware) Native American language.
  • C. linguist D. L. R. Lorimer
    D. L. R. Lorimer was a British linguist and philologist known for his pioneering descriptive and comparative work on lesser-studied languages of the Indian subcontinent and surrounding regions.
  • D. John Simon (linguist)
    John Simon was an American literary critic and linguist known for his sharp, often acerbic reviews and his staunch defense of traditional standards in language and the arts.
  • E. linguist William Shipley
    William Shipley was an American linguist best known for his extensive work on and preservation of Native Californian languages, particularly the Maidu language.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8294e0fe08190b018e840146e27ca completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e970743c8190a5be4d59d1b941d6 completed April 20, 2026, 8:53 a.m.
NEDg Description generation batch_69e5f15b37c8819083d9275ceb7b3806 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f89dd4bc8190b0cccab8414a03aa completed April 20, 2026, 9:57 a.m.
Created at: April 8, 2026, 9:36 p.m.