Triple
T3237162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Speaking |
E67881
|
entity |
| Predicate | mainSubject |
P3
|
FINISHED |
| Object |
Fran Lebowitz
Fran Lebowitz is an American author, social commentator, and humorist known for her sardonic wit, incisive observations on New York City life, and frequent public speaking appearances.
|
E340333
|
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: Fran Lebowitz | Statement: [Public Speaking, mainSubject, Fran Lebowitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fran Lebowitz Context triple: [Public Speaking, mainSubject, Fran Lebowitz]
-
A.
Judith Thurman
Judith Thurman is an American writer and biographer best known for her acclaimed literary biographies and long-form essays in The New Yorker.
-
B.
Calvin Trillin
Calvin Trillin is an American journalist, humorist, and author known for his witty essays, food writing, and long association with The New Yorker.
-
C.
Russell Baker
Russell Baker was an American Pulitzer Prize–winning journalist, humorist, and author best known for his long-running New York Times column and his memoir "Growing Up."
-
D.
Morleigh Steinberg
Morleigh Steinberg is an American modern dancer, choreographer, and filmmaker known for her work with the dance company MOMIX and her long-term creative and personal partnership with U2 guitarist The Edge.
-
E.
Halley Feiffer
Halley Feiffer is an American actress and playwright known for her work on stage and screen, including roles in major Broadway productions and acclaimed independent films.
- 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: Fran Lebowitz Triple: [Public Speaking, mainSubject, Fran Lebowitz]
Generated description
Fran Lebowitz is an American author, social commentator, and humorist known for her sardonic wit, incisive observations on New York City life, and frequent public speaking appearances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fran Lebowitz Target entity description: Fran Lebowitz is an American author, social commentator, and humorist known for her sardonic wit, incisive observations on New York City life, and frequent public speaking appearances.
-
A.
Judith Thurman
Judith Thurman is an American writer and biographer best known for her acclaimed literary biographies and long-form essays in The New Yorker.
-
B.
Calvin Trillin
Calvin Trillin is an American journalist, humorist, and author known for his witty essays, food writing, and long association with The New Yorker.
-
C.
Russell Baker
Russell Baker was an American Pulitzer Prize–winning journalist, humorist, and author best known for his long-running New York Times column and his memoir "Growing Up."
-
D.
Morleigh Steinberg
Morleigh Steinberg is an American modern dancer, choreographer, and filmmaker known for her work with the dance company MOMIX and her long-term creative and personal partnership with U2 guitarist The Edge.
-
E.
Halley Feiffer
Halley Feiffer is an American actress and playwright known for her work on stage and screen, including roles in major Broadway productions and acclaimed independent films.
- 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_69ad858d27348190abb61c280b4c86a9 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaef29bf48190a9aa3a39f0138428 |
completed | March 8, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b277459d1081909766934ce6a56091 |
completed | March 12, 2026, 8:20 a.m. |
| NEDg | Description generation | batch_69b2780e41e0819080ddb26668f32838 |
completed | March 12, 2026, 8:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27bd238a48190b9d13ee8a8bc955d |
completed | March 12, 2026, 8:39 a.m. |
Created at: March 8, 2026, 3:08 p.m.