Triple

T773963
Position Surface form Disambiguated ID Type / Status
Subject Southern Numic E16345 entity
Predicate hasNotableResearcher P14810 FINISHED
Object Lyle Campbell
Lyle Campbell is an American linguist renowned for his work in historical linguistics and the documentation and classification of indigenous languages of the Americas.
E191322 NE FINISHED

How this triple was built (5 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: Lyle Campbell | Statement: [Southern Numic, hasNotableResearcher, Lyle Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lyle Campbell
Context triple: [Southern Numic, hasNotableResearcher, Lyle Campbell]
  • A. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • B. Cullen Landis
    Cullen Landis was an American silent film actor prominent in the 1910s and 1920s, known for his boy-next-door roles in numerous dramas and comedies.
  • C. John Bowers
    John Bowers is a prominent American engineer and physicist renowned for his pioneering contributions to photonics and optoelectronics, particularly in the development of high-speed and energy-efficient optical communication technologies.
  • D. Shawn Horcoff
    Shawn Horcoff is a former NHL center, best known for his long tenure with the Edmonton Oilers, who transitioned into hockey management after retiring as a player.
  • E. Lance Cumson
    Lance Cumson is a central, often scheming heir in the 1980s American prime-time soap opera "Falcon Crest," known for his turbulent family and romantic entanglements.
  • 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: Lyle Campbell
Triple: [Southern Numic, hasNotableResearcher, Lyle Campbell]
Generated description
Lyle Campbell is an American linguist renowned for his work in historical linguistics and the documentation and classification of indigenous languages of the Americas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lyle Campbell
Target entity description: Lyle Campbell is an American linguist renowned for his work in historical linguistics and the documentation and classification of indigenous languages of the Americas.
  • A. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • B. Cullen Landis
    Cullen Landis was an American silent film actor prominent in the 1910s and 1920s, known for his boy-next-door roles in numerous dramas and comedies.
  • C. John Bowers
    John Bowers is a prominent American engineer and physicist renowned for his pioneering contributions to photonics and optoelectronics, particularly in the development of high-speed and energy-efficient optical communication technologies.
  • D. Shawn Horcoff
    Shawn Horcoff is a former NHL center, best known for his long tenure with the Edmonton Oilers, who transitioned into hockey management after retiring as a player.
  • E. Lance Cumson
    Lance Cumson is a central, often scheming heir in the 1980s American prime-time soap opera "Falcon Crest," known for his turbulent family and romantic entanglements.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableResearcher
Context triple: [Southern Numic, hasNotableResearcher, Lyle Campbell]
  • A. hasKeyResearcher chosen
    Indicates that an entity is associated with a primary or leading researcher responsible for key research activities related to it.
  • B. hasResearchArea
    Indicates that an entity (such as a person, project, or organization) is associated with or focused on a particular field or area of research.
  • C. notableProfessor
    Indicates that a person holds or has held a professorship that is distinguished, prominent, or otherwise recognized as notable.
  • D. hasNotableFacultyField
    Indicates that an institution’s notable faculty are associated with or specialize in a particular academic or professional field.
  • E. hasNobelLaureatesAffiliated
    Indicates that one entity has Nobel Prize laureates formally associated or connected with it (e.g., as members, staff, or alumni).
  • F. None of above.

Provenance (6 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a73058e481908e067b7b7f9a91cd completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad7957d7048190b7fe9a79543931b2 completed March 8, 2026, 1:27 p.m.
NEDg Description generation batch_69ad79ffb1f481908e91e87f131dd779 completed March 8, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad7b1a6c90819095b04638ff8a45d9 completed March 8, 2026, 1:35 p.m.
PD Predicate disambiguation batch_69a4a508c42c8190850a0ac7844a3ea9 completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.