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.