Triple
T12917144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marilu Henner |
E309013
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Robert Lieberman
Robert Lieberman is a Canadian-American film and television director known for directing movies such as "D3: The Mighty Ducks" and numerous episodes of popular TV series.
|
E1019594
|
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: Robert Lieberman | Statement: [Marilu Henner, spouse, Robert Lieberman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Lieberman Context triple: [Marilu Henner, spouse, Robert Lieberman]
-
A.
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."
-
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.
David William Lieberman
David William Lieberman, better known by his stage name Hank Mann, was a prominent silent film comedian and one of the original Keystone Cops.
-
D.
James A. Schiff
James A. Schiff is a literary scholar and critic known for his work on contemporary American fiction and authors such as John Updike.
-
E.
Henry Berman
Henry Berman was an American film editor and producer known for his work on numerous classic Hollywood 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: Robert Lieberman Triple: [Marilu Henner, spouse, Robert Lieberman]
Generated description
Robert Lieberman is a Canadian-American film and television director known for directing movies such as "D3: The Mighty Ducks" and numerous episodes of popular TV series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Lieberman Target entity description: Robert Lieberman is a Canadian-American film and television director known for directing movies such as "D3: The Mighty Ducks" and numerous episodes of popular TV series.
-
A.
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."
-
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.
David William Lieberman
David William Lieberman, better known by his stage name Hank Mann, was a prominent silent film comedian and one of the original Keystone Cops.
-
D.
James A. Schiff
James A. Schiff is a literary scholar and critic known for his work on contemporary American fiction and authors such as John Updike.
-
E.
Henry Berman
Henry Berman was an American film editor and producer known for his work on numerous classic Hollywood 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_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971a1e8088190af697629baecf59f |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d5f1023881909cbfe46a89b3e184 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d744f0c081909340415fb4951a6e |
completed | May 3, 2026, 5:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d8013e9481908f5edcce7247212d |
completed | May 3, 2026, 5:07 a.m. |
Created at: April 9, 2026, 5:41 p.m.