Triple
T13933519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2 Guns |
E335049
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Michael Stigman
Michael Stigman is a Navy intelligence officer operating undercover as a criminal in the action-comedy film "2 Guns."
|
E1078545
|
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 Stigman | Statement: [2 Guns, mainCharacter, Michael Stigman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Stigman Context triple: [2 Guns, mainCharacter, Michael Stigman]
-
A.
Jonathan E. Stewart
Jonathan E. Stewart is a screenwriter and story artist best known for his work on animated feature films, including contributing to the story of Pixar’s "Cars 3."
-
B.
Kevin A. Ross
Kevin A. Ross is an American television personality and former judge best known for presiding over the syndicated courtroom show "America’s Court with Judge Ross."
-
C.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
D.
Brian A. Benczkowski
Brian A. Benczkowski is an American lawyer and former senior U.S. Department of Justice official who led the Criminal Division under the Trump administration.
-
E.
Aaron M. Frey
Aaron M. Frey is an American lawyer and Democratic politician who serves as the chief legal officer for the state of Maine.
- 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 Stigman Triple: [2 Guns, mainCharacter, Michael Stigman]
Generated description
Michael Stigman is a Navy intelligence officer operating undercover as a criminal in the action-comedy film "2 Guns."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Stigman Target entity description: Michael Stigman is a Navy intelligence officer operating undercover as a criminal in the action-comedy film "2 Guns."
-
A.
Jonathan E. Stewart
Jonathan E. Stewart is a screenwriter and story artist best known for his work on animated feature films, including contributing to the story of Pixar’s "Cars 3."
-
B.
Kevin A. Ross
Kevin A. Ross is an American television personality and former judge best known for presiding over the syndicated courtroom show "America’s Court with Judge Ross."
-
C.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
D.
Brian A. Benczkowski
Brian A. Benczkowski is an American lawyer and former senior U.S. Department of Justice official who led the Criminal Division under the Trump administration.
-
E.
Aaron M. Frey
Aaron M. Frey is an American lawyer and Democratic politician who serves as the chief legal officer for the state of Maine.
- 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_69d81c5f739081908bc05b2461f54828 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2cf28df081908d897d7b9ec7939d |
completed | April 14, 2026, 12:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb64c5644819086e1bdbb5132779d |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc6819fa08190b8d403c9233cf0e1 |
completed | May 7, 2026, 5:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc73137b88190838b5845b67f64c1 |
completed | May 7, 2026, 5:09 p.m. |
Created at: April 9, 2026, 10:17 p.m.