Triple
T18507971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shameless Hall of Shame |
E452248
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Terry Milkovich
Terry Milkovich is a violent, bigoted antagonist from the Shameless universe, known as the abusive father of Mickey Milkovich.
|
E1329394
|
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: Terry Milkovich | Statement: [Shameless Hall of Shame, hasCharacter, Terry Milkovich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Terry Milkovich Context triple: [Shameless Hall of Shame, hasCharacter, Terry Milkovich]
-
A.
Donald L. Kirkpatrick
Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
-
B.
John R. Meyer
John R. Meyer was an American economist known for his influential work in transportation economics and quantitative economic history.
-
C.
James M. Carlsmith
James M. Carlsmith was a social psychologist best known for his influential experimental work on cognitive dissonance conducted with Leon Festinger.
-
D.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
-
E.
Robert G. Katz
Robert G. Katz is a film producer known for his work on the movie "Idlewild."
- 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: Terry Milkovich Triple: [Shameless Hall of Shame, hasCharacter, Terry Milkovich]
Generated description
Terry Milkovich is a violent, bigoted antagonist from the Shameless universe, known as the abusive father of Mickey Milkovich.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Terry Milkovich Target entity description: Terry Milkovich is a violent, bigoted antagonist from the Shameless universe, known as the abusive father of Mickey Milkovich.
-
A.
Donald L. Kirkpatrick
Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
-
B.
John R. Meyer
John R. Meyer was an American economist known for his influential work in transportation economics and quantitative economic history.
-
C.
James M. Carlsmith
James M. Carlsmith was a social psychologist best known for his influential experimental work on cognitive dissonance conducted with Leon Festinger.
-
D.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
-
E.
Robert G. Katz
Robert G. Katz is a film producer known for his work on the movie "Idlewild."
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53344033c8190a0883aef56ba79c3 |
completed | April 19, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049168fcc081909014082413989708 |
completed | May 13, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_6a049341170c8190bc5926cdda2bd24b |
completed | May 13, 2026, 3:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0493aa28f48190a6d0ba15db156be2 |
completed | May 13, 2026, 3:07 p.m. |
Created at: April 10, 2026, 11:36 a.m.