Triple
T8725412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Livingston |
E207117
|
entity |
| Predicate | characterRole |
P268
|
FINISHED |
| Object |
Sam Loudermilk in Loudermilk
Sam Loudermilk is the acerbic, recovering alcoholic and substance abuse counselor at the center of the comedy-drama series "Loudermilk," known for his blunt honesty and misanthropic outlook.
|
E753047
|
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: Sam Loudermilk in Loudermilk | Statement: [Ron Livingston, characterRole, Sam Loudermilk in Loudermilk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Loudermilk in Loudermilk Context triple: [Ron Livingston, characterRole, Sam Loudermilk in Loudermilk]
-
A.
Eliot Loudermilk
Eliot Loudermilk is a timid, put-upon employee in the dark comedy film "Scrooged" who becomes one of the key figures affected by the protagonist Frank Cross’s ruthless behavior and eventual redemption.
-
B.
Macon Leary
Macon Leary is the emotionally reserved, travel-guide-writing protagonist of Anne Tyler’s novel "The Accidental Tourist," whose life is upended by grief and an unexpected new relationship.
-
C.
Jack Otterson
Jack Otterson was an American art director known for his prolific work on Hollywood films in the 1930s and 1940s, often contributing to the visual style of major studio productions.
-
D.
Swan Burnett
Swan Burnett was an American physician best known as the husband of British-American novelist Frances Hodgson Burnett.
-
E.
Taylor Dooley
Taylor Dooley is an American actress best known for playing Lavagirl in the family adventure film "The Adventures of Sharkboy and Lavagirl in 3-D."
- 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: Sam Loudermilk in Loudermilk Triple: [Ron Livingston, characterRole, Sam Loudermilk in Loudermilk]
Generated description
Sam Loudermilk is the acerbic, recovering alcoholic and substance abuse counselor at the center of the comedy-drama series "Loudermilk," known for his blunt honesty and misanthropic outlook.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Loudermilk in Loudermilk Target entity description: Sam Loudermilk is the acerbic, recovering alcoholic and substance abuse counselor at the center of the comedy-drama series "Loudermilk," known for his blunt honesty and misanthropic outlook.
-
A.
Eliot Loudermilk
Eliot Loudermilk is a timid, put-upon employee in the dark comedy film "Scrooged" who becomes one of the key figures affected by the protagonist Frank Cross’s ruthless behavior and eventual redemption.
-
B.
Macon Leary
Macon Leary is the emotionally reserved, travel-guide-writing protagonist of Anne Tyler’s novel "The Accidental Tourist," whose life is upended by grief and an unexpected new relationship.
-
C.
Jack Otterson
Jack Otterson was an American art director known for his prolific work on Hollywood films in the 1930s and 1940s, often contributing to the visual style of major studio productions.
-
D.
Swan Burnett
Swan Burnett was an American physician best known as the husband of British-American novelist Frances Hodgson Burnett.
-
E.
Taylor Dooley
Taylor Dooley is an American actress best known for playing Lavagirl in the family adventure film "The Adventures of Sharkboy and Lavagirl in 3-D."
- 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_69ca835811d8819081ea00fd2a2c9a1c |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d158b0481908249610458f97306 |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf2912c4e08190a147fc31db6788d1 |
completed | April 3, 2026, 2:42 a.m. |
| NEDg | Description generation | batch_69cf2bd32cc881909ac8a61befa9929e |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2c69f83481909423858668d03a8b |
completed | April 3, 2026, 2:56 a.m. |
Created at: March 30, 2026, 6:36 p.m.