Triple
T19355640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barry Berkman |
E484136
|
entity |
| Predicate | mentor |
P3665
|
FINISHED |
| Object |
Monroe Fuches
Monroe Fuches is a manipulative handler and father-figure to hitman Barry Berkman in the dark comedy TV series "Barry."
|
E1372359
|
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: Monroe Fuches | Statement: [Barry Berkman, mentor, Monroe Fuches]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monroe Fuches Context triple: [Barry Berkman, mentor, Monroe Fuches]
-
A.
George Monroe
George Monroe is the troubled, terminally ill architect who attempts to rebuild both his dilapidated house and his fractured relationship with his son in the film "Life as a House."
-
B.
Monroe Herington
Monroe Herington was an early settler and prominent local figure after whom the city of Herington, Kansas, was named.
-
C.
Monroe Salisbury
Monroe Salisbury was an American silent film actor prominent in the 1910s, known for his work with Universal Studios and roles in early feature films.
-
D.
Maurice Bellamy
Maurice Bellamy is a notable alumnus of Kathleen High School, recognized for his achievements after graduating from the institution.
-
E.
Franklin Sousley
Franklin Sousley was a United States Marine and one of the six flag raisers on Iwo Jima during World War II, whose story is prominently depicted in the film "Flags of Our Fathers."
- 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: Monroe Fuches Triple: [Barry Berkman, mentor, Monroe Fuches]
Generated description
Monroe Fuches is a manipulative handler and father-figure to hitman Barry Berkman in the dark comedy TV series "Barry."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monroe Fuches Target entity description: Monroe Fuches is a manipulative handler and father-figure to hitman Barry Berkman in the dark comedy TV series "Barry."
-
A.
George Monroe
George Monroe is the troubled, terminally ill architect who attempts to rebuild both his dilapidated house and his fractured relationship with his son in the film "Life as a House."
-
B.
Monroe Herington
Monroe Herington was an early settler and prominent local figure after whom the city of Herington, Kansas, was named.
-
C.
Monroe Salisbury
Monroe Salisbury was an American silent film actor prominent in the 1910s, known for his work with Universal Studios and roles in early feature films.
-
D.
Maurice Bellamy
Maurice Bellamy is a notable alumnus of Kathleen High School, recognized for his achievements after graduating from the institution.
-
E.
Franklin Sousley
Franklin Sousley was a United States Marine and one of the six flag raisers on Iwo Jima during World War II, whose story is prominently depicted in the film "Flags of Our Fathers."
- 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_69d8e8d305088190ad13571532aa454c |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e61908920c8190833051e30ad2420c |
completed | April 20, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07240bbb7c8190aeb04315b2896e73 |
completed | May 15, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a072550bf2881909ceb6b91b597762b |
completed | May 15, 2026, 1:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07272e260c8190aa370620d576b830 |
completed | May 15, 2026, 2:01 p.m. |
Created at: April 10, 2026, 1:34 p.m.