Triple
T5143332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Terminator 3: Rise of the Machines |
E116011
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
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."
|
E500078
|
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: Hal Lieberman | Statement: [Terminator 3: Rise of the Machines, producer, Hal Lieberman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hal Lieberman Context triple: [Terminator 3: Rise of the Machines, producer, Hal Lieberman]
-
A.
Todd Lieberman
Todd Lieberman is an American film producer known for his work on acclaimed movies such as "The Fighter" and other major Hollywood productions.
-
B.
Saul Lieberman
Saul Lieberman was a prominent 20th-century Talmudic scholar and philologist renowned for his critical editions and studies of rabbinic literature and its Greco-Roman context.
-
C.
Henry Berman
Henry Berman was an American film editor and producer known for his work on numerous classic Hollywood films.
-
D.
Ezra Lieberman
Ezra Lieberman is a determined Nazi hunter in "The Boys from Brazil" who investigates a sinister plot involving Josef Mengele and a series of mysterious deaths.
-
E.
David Kershenbaum
David Kershenbaum is an American record producer known for his work with prominent artists across folk, rock, and pop music since the 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: Hal Lieberman Triple: [Terminator 3: Rise of the Machines, producer, Hal Lieberman]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hal Lieberman Target entity description: 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."
-
A.
Todd Lieberman
Todd Lieberman is an American film producer known for his work on acclaimed movies such as "The Fighter" and other major Hollywood productions.
-
B.
Saul Lieberman
Saul Lieberman was a prominent 20th-century Talmudic scholar and philologist renowned for his critical editions and studies of rabbinic literature and its Greco-Roman context.
-
C.
Henry Berman
Henry Berman was an American film editor and producer known for his work on numerous classic Hollywood films.
-
D.
Ezra Lieberman
Ezra Lieberman is a determined Nazi hunter in "The Boys from Brazil" who investigates a sinister plot involving Josef Mengele and a series of mysterious deaths.
-
E.
David Kershenbaum
David Kershenbaum is an American record producer known for his work with prominent artists across folk, rock, and pop music since the 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7883004881909c763da818d9b6e2 |
completed | March 20, 2026, 4:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed920e650819097d8b74fe8b8966a |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69bedae9de2081909bd5e872fc0f904e |
completed | March 21, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedba410448190bffab466812daa7e |
completed | March 21, 2026, 5:55 p.m. |
Created at: March 20, 2026, 1:43 p.m.