Triple
T3994668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blansky's Beauties |
E87071
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
|
E403592
|
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: Edward K. Milkis | Statement: [Blansky's Beauties, creator, Edward K. Milkis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward K. Milkis Context triple: [Blansky's Beauties, creator, Edward K. Milkis]
-
A.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
B.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
-
C.
Jeff Gitelman
Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
-
D.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
-
E.
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.
- 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: Edward K. Milkis Triple: [Blansky's Beauties, creator, Edward K. Milkis]
Generated description
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward K. Milkis Target entity description: Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
-
A.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
B.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
-
C.
Jeff Gitelman
Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
-
D.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
-
E.
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.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa1f0fb88190aafbfdc98bc8652d |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5403c703081908070625ebfb6fb5f |
completed | March 14, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69b540ec36a4819082a9cbefc99bd683 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5416d182c81908b1ae43ed097d288 |
completed | March 14, 2026, 11:07 a.m. |
Created at: March 9, 2026, 3:34 p.m.