Triple
T6999492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Cho |
E162297
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Cho Dependent
Cho Dependent is a stand-up comedy special by Margaret Cho that showcases her trademark blend of sharp social commentary and personal storytelling.
|
E634572
|
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: Cho Dependent | Statement: [Margaret Cho, notableWork, Cho Dependent]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Dependent Context triple: [Margaret Cho, notableWork, Cho Dependent]
-
A.
Donen
Donen is a surname most famously associated with Stanley Donen, the American film director and choreographer known for classic Hollywood musicals such as "Singin' in the Rain."
-
B.
D’eux
D’eux is a hugely successful French-language studio album by Canadian singer Celine Dion, widely regarded as one of the best-selling Francophone albums of all time.
-
C.
Two Youths
"Two Youths" is an early 20th-century painting by Pablo Picasso from his Rose Period, characterized by its warm palette and focus on youthful, introspective figures.
-
D.
Pami Dua
Pami Dua is an Indian economist and academic known for her contributions to econometrics and macroeconomic policy research, and for her leadership roles at the Delhi School of Economics.
-
E.
Cousins
Cousins is a surname most notably associated with Norman Cousins, an American political journalist, author, and peace advocate.
- 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: Cho Dependent Triple: [Margaret Cho, notableWork, Cho Dependent]
Generated description
Cho Dependent is a stand-up comedy special by Margaret Cho that showcases her trademark blend of sharp social commentary and personal storytelling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Dependent Target entity description: Cho Dependent is a stand-up comedy special by Margaret Cho that showcases her trademark blend of sharp social commentary and personal storytelling.
-
A.
Donen
Donen is a surname most famously associated with Stanley Donen, the American film director and choreographer known for classic Hollywood musicals such as "Singin' in the Rain."
-
B.
D’eux
D’eux is a hugely successful French-language studio album by Canadian singer Celine Dion, widely regarded as one of the best-selling Francophone albums of all time.
-
C.
Two Youths
"Two Youths" is an early 20th-century painting by Pablo Picasso from his Rose Period, characterized by its warm palette and focus on youthful, introspective figures.
-
D.
Pami Dua
Pami Dua is an Indian economist and academic known for her contributions to econometrics and macroeconomic policy research, and for her leadership roles at the Delhi School of Economics.
-
E.
Cousins
Cousins is a surname most notably associated with Norman Cousins, an American political journalist, author, and peace advocate.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc0e54c88190b092870f2d128510 |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a2c510c8190b7c86f8b399388ae |
completed | March 28, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69c76b1d881481908ef5a6614246ca1e |
completed | March 28, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76be95ecc8190a57ff197f236d434 |
completed | March 28, 2026, 5:49 a.m. |
Created at: March 27, 2026, 2:33 p.m.