Triple
T4414396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nora Ephron |
E94928
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nicholas Pileggi
Nicholas Pileggi is an American author and screenwriter best known for his true-crime books and for co-writing the film "Goodfellas" based on his book "Wiseguy."
|
E437007
|
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: Nicholas Pileggi | Statement: [Nora Ephron, spouse, Nicholas Pileggi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicholas Pileggi Context triple: [Nora Ephron, spouse, Nicholas Pileggi]
-
A.
Vincent Bugliosi
Vincent Bugliosi was an American prosecutor and true-crime author best known for successfully prosecuting Charles Manson and writing the book "Helter Skelter."
-
B.
Robert Graysmith
Robert Graysmith is an American true-crime author and former San Francisco Chronicle cartoonist best known for his investigative books on the Zodiac Killer case.
-
C.
Patrick Radden Keefe
Patrick Radden Keefe is an American investigative journalist and author known for his deeply reported narrative nonfiction on topics such as the Troubles in Northern Ireland, the opioid crisis, and international crime.
-
D.
J. Peter Robinson
J. Peter Robinson is a British composer, arranger, and keyboardist known for his film and television scores as well as his work in rock and jazz fusion.
-
E.
Frank Serpico
Frank Serpico is a former New York City police officer renowned for exposing widespread corruption within the NYPD in the late 1960s and early 1970s.
- 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: Nicholas Pileggi Triple: [Nora Ephron, spouse, Nicholas Pileggi]
Generated description
Nicholas Pileggi is an American author and screenwriter best known for his true-crime books and for co-writing the film "Goodfellas" based on his book "Wiseguy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicholas Pileggi Target entity description: Nicholas Pileggi is an American author and screenwriter best known for his true-crime books and for co-writing the film "Goodfellas" based on his book "Wiseguy."
-
A.
Vincent Bugliosi
Vincent Bugliosi was an American prosecutor and true-crime author best known for successfully prosecuting Charles Manson and writing the book "Helter Skelter."
-
B.
Robert Graysmith
Robert Graysmith is an American true-crime author and former San Francisco Chronicle cartoonist best known for his investigative books on the Zodiac Killer case.
-
C.
Patrick Radden Keefe
Patrick Radden Keefe is an American investigative journalist and author known for his deeply reported narrative nonfiction on topics such as the Troubles in Northern Ireland, the opioid crisis, and international crime.
-
D.
J. Peter Robinson
J. Peter Robinson is a British composer, arranger, and keyboardist known for his film and television scores as well as his work in rock and jazz fusion.
-
E.
Frank Serpico
Frank Serpico is a former New York City police officer renowned for exposing widespread corruption within the NYPD in the late 1960s and early 1970s.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b354e940d48190b49cca6796d60de4 |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f617012481908b8f1a9a1bc5efaf |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f674c94c81908327336dd4380d2e |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f719d008819090a35e3597a0089f |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:29 p.m.