Triple

T5475121
Position Surface form Disambiguated ID Type / Status
Subject Robertson E122932 entity
Predicate notableBearer P458 FINISHED
Object James Robertson (linguist)
James Robertson is a linguist known for his scholarly contributions to the study and analysis of language.
 E523509 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: James Robertson (linguist) | Statement: [Robertson, notableBearer, James Robertson (linguist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Robertson (linguist)
Context triple: [Robertson, notableBearer, James Robertson (linguist)]
  • A. Lawrence Jamieson
    Lawrence Jamieson is a suave, sophisticated con artist who preys on wealthy women in the comedy film "Dirty Rotten Scoundrels."
  • B. Roger Blench
    Roger Blench is a British linguist, anthropologist, and Africanist known for his extensive fieldwork and research on under-documented languages and cultures, particularly in Africa.
  • C. James Murray (historical)
    James Murray was a Scottish lexicographer best known for serving as the principal editor of the first edition of the Oxford English Dictionary.
  • D. William Jones (philologist)
    William Jones (philologist) was an 18th-century British scholar and linguist best known for proposing the common origin of Indo-European languages, laying the foundation for comparative linguistics.
  • E. Charles Bryant
    Charles Bryant was a British-born American stage and silent film actor best known for his professional and personal partnership with actress Alla Nazimova.
  • 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: James Robertson (linguist)
Triple: [Robertson, notableBearer, James Robertson (linguist)]
Generated description
James Robertson is a linguist known for his scholarly contributions to the study and analysis of language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Robertson (linguist)
Target entity description: James Robertson is a linguist known for his scholarly contributions to the study and analysis of language.
  • A. Lawrence Jamieson
    Lawrence Jamieson is a suave, sophisticated con artist who preys on wealthy women in the comedy film "Dirty Rotten Scoundrels."
  • B. Roger Blench
    Roger Blench is a British linguist, anthropologist, and Africanist known for his extensive fieldwork and research on under-documented languages and cultures, particularly in Africa.
  • C. James Murray (historical)
    James Murray was a Scottish lexicographer best known for serving as the principal editor of the first edition of the Oxford English Dictionary.
  • D. William Jones (philologist)
    William Jones (philologist) was an 18th-century British scholar and linguist best known for proposing the common origin of Indo-European languages, laying the foundation for comparative linguistics.
  • E. Charles Bryant
    Charles Bryant was a British-born American stage and silent film actor best known for his professional and personal partnership with actress Alla Nazimova.
  • 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd923465c88190ad9c1b75b268f7ca completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf489a8f9881908aec81e59ed1e3e4 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf49a2071c8190bc1abc380db9383a completed March 22, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a1033f88190a609613635de9d6c completed March 22, 2026, 1:46 a.m.
Created at: March 20, 2026, 2:09 p.m.