Triple
T2854320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batman Returns |
E63163
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Michael Murphy
Michael Murphy is an American character actor known for his frequent collaborations with director Robert Altman and roles in films such as "Batman Returns," "Nashville," and "Manhattan."
|
E305275
|
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: Michael Murphy | Statement: [Batman Returns, castMember, Michael Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Murphy Context triple: [Batman Returns, castMember, Michael Murphy]
-
A.
Michael S. Murphy
Michael S. Murphy is a film and television editor best known for his work on the 1997 musical fantasy film "Rodgers & Hammerstein's Cinderella."
-
B.
William H. Pitsenbarger
William H. Pitsenbarger was a United States Air Force pararescueman and Medal of Honor recipient renowned for his heroic actions and ultimate sacrifice during the Vietnam War.
-
C.
Morgan Luttrell
Morgan Luttrell is a Republican U.S. Representative from Texas and former Navy SEAL who serves in Congress after a career in military and veterans’ advocacy.
-
D.
Pat Tillman
Pat Tillman was an American football player who left his NFL career with the Arizona Cardinals to enlist in the U.S. Army after 9/11 and was later killed in Afghanistan, becoming a symbol of sacrifice and service.
-
E.
John O’Neill
John O’Neill was a real-life FBI counterterrorism expert known for his early warnings about al-Qaeda and is prominently portrayed as a central figure in the book and TV adaptation "The Looming Tower."
- 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: Michael Murphy Triple: [Batman Returns, castMember, Michael Murphy]
Generated description
Michael Murphy is an American character actor known for his frequent collaborations with director Robert Altman and roles in films such as "Batman Returns," "Nashville," and "Manhattan."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Murphy Target entity description: Michael Murphy is an American character actor known for his frequent collaborations with director Robert Altman and roles in films such as "Batman Returns," "Nashville," and "Manhattan."
-
A.
Michael S. Murphy
Michael S. Murphy is a film and television editor best known for his work on the 1997 musical fantasy film "Rodgers & Hammerstein's Cinderella."
-
B.
William H. Pitsenbarger
William H. Pitsenbarger was a United States Air Force pararescueman and Medal of Honor recipient renowned for his heroic actions and ultimate sacrifice during the Vietnam War.
-
C.
Morgan Luttrell
Morgan Luttrell is a Republican U.S. Representative from Texas and former Navy SEAL who serves in Congress after a career in military and veterans’ advocacy.
-
D.
Pat Tillman
Pat Tillman was an American football player who left his NFL career with the Arizona Cardinals to enlist in the U.S. Army after 9/11 and was later killed in Afghanistan, becoming a symbol of sacrifice and service.
-
E.
John O’Neill
John O’Neill was a real-life FBI counterterrorism expert known for his early warnings about al-Qaeda and is prominently portrayed as a central figure in the book and TV adaptation "The Looming Tower."
- 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf5f21348190a574fa86bc71c76f |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d8774cc8190aa6ed40b26c4a568 |
completed | March 10, 2026, 1:32 p.m. |
| NEDg | Description generation | batch_69b01ea4e3a481909241383e2c4093d8 |
completed | March 10, 2026, 1:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b01f1a9ac48190b8d2b5247cb2c3d8 |
completed | March 10, 2026, 1:39 p.m. |
Created at: March 6, 2026, 10:02 p.m.