Triple
T8725402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Livingston |
E207117
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Loudermilk
Loudermilk is a comedy-drama television series about a recovering alcoholic and former music critic with a bad attitude who reluctantly helps others in a support group while struggling with his own issues.
|
E753041
|
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: Loudermilk | Statement: [Ron Livingston, notableWork, Loudermilk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loudermilk Context triple: [Ron Livingston, notableWork, Loudermilk]
-
A.
Dixie Cooney
Dixie Cooney is a beloved fictional character from the long-running American soap opera "All My Children," known for her dramatic romances and central role in many of the show's major storylines.
-
B.
Pat Byrne
Pat Byrne is a musician best known as a member of the influential American noise rock band Big Black.
-
C.
Trummy Young
Trummy Young was an American jazz trombonist and singer best known for his work with Louis Armstrong and other leading swing-era bands.
-
D.
Gilroy Roberts
Gilroy Roberts was an American sculptor and engraver best known as the ninth Chief Engraver of the U.S. Mint and for creating the obverse portrait of President John F. Kennedy on the Kennedy half dollar.
-
E.
LeRoy
LeRoy is the middle name of American political consultant and Republican strategist Lee Atwater.
- 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: Loudermilk Triple: [Ron Livingston, notableWork, Loudermilk]
Generated description
Loudermilk is a comedy-drama television series about a recovering alcoholic and former music critic with a bad attitude who reluctantly helps others in a support group while struggling with his own issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loudermilk Target entity description: Loudermilk is a comedy-drama television series about a recovering alcoholic and former music critic with a bad attitude who reluctantly helps others in a support group while struggling with his own issues.
-
A.
Dixie Cooney
Dixie Cooney is a beloved fictional character from the long-running American soap opera "All My Children," known for her dramatic romances and central role in many of the show's major storylines.
-
B.
Pat Byrne
Pat Byrne is a musician best known as a member of the influential American noise rock band Big Black.
-
C.
Trummy Young
Trummy Young was an American jazz trombonist and singer best known for his work with Louis Armstrong and other leading swing-era bands.
-
D.
Gilroy Roberts
Gilroy Roberts was an American sculptor and engraver best known as the ninth Chief Engraver of the U.S. Mint and for creating the obverse portrait of President John F. Kennedy on the Kennedy half dollar.
-
E.
LeRoy
LeRoy is the middle name of American political consultant and Republican strategist Lee Atwater.
- 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.