Triple
T3863010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuck Cunningham |
E90183
|
entity |
| Predicate | portrayedBy |
P1507
|
FINISHED |
| Object |
Randolph Roberts
Randolph Roberts is an American actor best known for playing Chuck Cunningham on the television series "Happy Days."
|
E463178
|
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: Randolph Roberts | Statement: [Chuck Cunningham, portrayedBy, Randolph Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randolph Roberts Context triple: [Chuck Cunningham, portrayedBy, Randolph Roberts]
-
A.
William Roberts
William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
-
B.
William Roberts
William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
-
C.
George R. Roberts
George R. Roberts is an American billionaire investor and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer in leveraged buyouts.
-
D.
Randolph Fields
Randolph Fields was a British-American lawyer and entrepreneur best known for co-founding the airline that became Virgin Atlantic Airways.
-
E.
Ralph Johnson
Ralph Johnson is a computer scientist and influential software engineer best known as one of the "Gang of Four" authors who popularized design patterns in object-oriented programming.
- 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: Randolph Roberts Triple: [Chuck Cunningham, portrayedBy, Randolph Roberts]
Generated description
Randolph Roberts is an American actor best known for playing Chuck Cunningham on the television series "Happy Days."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randolph Roberts Target entity description: Randolph Roberts is an American actor best known for playing Chuck Cunningham on the television series "Happy Days."
-
A.
William Roberts
William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
-
B.
William Roberts
William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
-
C.
George R. Roberts
George R. Roberts is an American billionaire investor and co-founder of the private equity firm Kohlberg Kravis Roberts & Co. (KKR), known as a pioneer in leveraged buyouts.
-
D.
Randolph Fields
Randolph Fields was a British-American lawyer and entrepreneur best known for co-founding the airline that became Virgin Atlantic Airways.
-
E.
Ralph Johnson
Ralph Johnson is a computer scientist and influential software engineer best known as one of the "Gang of Four" authors who popularized design patterns in object-oriented programming.
- 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_69aed95b3c088190a8f85d19e6070599 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec2417648190ad010189d304d119 |
completed | March 9, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10079a408190ae09d3df55ead73c |
completed | March 21, 2026, 3:27 a.m. |
| NEDg | Description generation | batch_69be10cce8d0819093c9f1c721142e48 |
completed | March 21, 2026, 3:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be119987bc8190b0b0f75a2c07a60c |
completed | March 21, 2026, 3:33 a.m. |
Created at: March 9, 2026, 3:19 p.m.