Triple
T6333213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gangster Squad |
E142429
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Paul Lieberman
Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
|
E586634
|
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: Paul Lieberman | Statement: [Gangster Squad, basedOnAuthor, Paul Lieberman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Lieberman Context triple: [Gangster Squad, basedOnAuthor, Paul Lieberman]
-
A.
Michael Blumenthal
Michael Blumenthal is a German-born American economist, businessman, and former U.S. Secretary of the Treasury who later served as director of the Jewish Museum Berlin.
-
B.
Hal Lieberman
Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
-
C.
Joe Lieberman
Joe Lieberman was a longtime U.S. senator from Connecticut known for his centrist politics and role as Al Gore’s vice-presidential running mate in the 2000 election.
-
D.
Tom Reid
Tom Reid is the brother of American actress Tara Reid, known for her roles in films like "American Pie" and "The Big Lebowski."
-
E.
Ben Goldwasser
Ben Goldwasser is an American musician and songwriter best known as the co-founder and keyboardist of the psychedelic pop band MGMT.
- 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: Paul Lieberman Triple: [Gangster Squad, basedOnAuthor, Paul Lieberman]
Generated description
Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Lieberman Target entity description: Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
-
A.
Michael Blumenthal
Michael Blumenthal is a German-born American economist, businessman, and former U.S. Secretary of the Treasury who later served as director of the Jewish Museum Berlin.
-
B.
Hal Lieberman
Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
-
C.
Joe Lieberman
Joe Lieberman was a longtime U.S. senator from Connecticut known for his centrist politics and role as Al Gore’s vice-presidential running mate in the 2000 election.
-
D.
Tom Reid
Tom Reid is the brother of American actress Tara Reid, known for her roles in films like "American Pie" and "The Big Lebowski."
-
E.
Ben Goldwasser
Ben Goldwasser is an American musician and songwriter best known as the co-founder and keyboardist of the psychedelic pop band MGMT.
- 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_69c008d4d8e88190ad301c05b08722ac |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06517a1e88190a0bfcac8a7e3a305 |
completed | March 22, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c60424a5dc8190820970fce13776ac |
completed | March 27, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69c60626724881908e6270c2d3652c16 |
completed | March 27, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c606bd2228819082fcb63493664927 |
completed | March 27, 2026, 4:25 a.m. |
Created at: March 22, 2026, 4:30 p.m.