Triple
T6231109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cunningham |
E139353
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Keith Cunningham
Keith Cunningham is a business mentor, author, and speaker known for his expertise in financial literacy, strategic thinking, and entrepreneurial leadership.
|
E592207
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Keith Cunningham | Statement: [Cunningham, hasNotableBearer, Keith Cunningham]
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Cunningham Context triple: [Cunningham, hasNotableBearer, Keith Cunningham]
-
A.
Darin Cunningham
Darin Cunningham is an electronic music producer and DJ best known for his experimental work under the moniker Actress.
-
B.
Kevin Cossom
Kevin Cossom is an American singer, songwriter, and record producer known for his R&B and hip-hop collaborations and songwriting for major artists.
-
C.
Ben Cafferty
Ben Cafferty is a cynical, sharp-tongued political operative and senior adviser to Selina Meyer on the television series "Veep."
-
D.
Ian Crafford
Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
-
E.
Eric McLeod
Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keith Cunningham Target entity description: Keith Cunningham is a business mentor, author, and speaker known for his expertise in financial literacy, strategic thinking, and entrepreneurial leadership.
-
A.
Darin Cunningham
Darin Cunningham is an electronic music producer and DJ best known for his experimental work under the moniker Actress.
-
B.
Kevin Cossom
Kevin Cossom is an American singer, songwriter, and record producer known for his R&B and hip-hop collaborations and songwriting for major artists.
-
C.
Ben Cafferty
Ben Cafferty is a cynical, sharp-tongued political operative and senior adviser to Selina Meyer on the television series "Veep."
-
D.
Ian Crafford
Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
-
E.
Eric McLeod
Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
- F. None of above. chosen
How the object was described
The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.
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: Keith Cunningham Triple: [Cunningham, hasNotableBearer, Keith Cunningham]
Generated description
Keith Cunningham is a business mentor, author, and speaker known for his expertise in financial literacy, strategic thinking, and entrepreneurial leadership.
Provenance (5 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69c008afd3148190b71e9eaa60420dd1 |
elicitation | completed |
| NER | batch_69c062ec5be4819084d6df2e8dd2a542 |
ner | completed |
| NED1 | batch_69c640a59c70819093a67d1a16fcef8b |
ned_source_triple | completed |
| NED2 | batch_69c643579a388190a2b07669539bd9b7 |
ned_description | completed |
| NEDg | batch_69c642d95c1481909c0bececbcef2929 |
nedg | completed |
Created at: March 22, 2026, 4:22 p.m.