Triple
T14621902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margulies |
E343243
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Max Margulies
Max Margulies is a political scientist and military scholar known for his work on civil-military relations and military recruitment in the United States.
|
E1171169
|
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: Max Margulies | Statement: [Margulies, hasNotableBearer, Max Margulies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Max Margulies Context triple: [Margulies, hasNotableBearer, Max Margulies]
-
A.
Joseph Margulies
Joseph Margulies is an American civil rights lawyer, law professor, and author known for his work on national security, civil liberties, and the rights of detainees in the War on Terror.
-
B.
William Margulies
William Margulies was an American cinematographer known for his work on mid-20th-century Hollywood films and television productions.
-
C.
Brandon Margolis
Brandon Margolis is a television writer and producer best known for co-creating the crime drama series L.A.'s Finest.
-
D.
Mark Margolis
Mark Margolis was an American character actor best known for his intense, often menacing roles in film and television, including his acclaimed portrayal of Hector Salamanca in Breaking Bad and Better Call Saul.
-
E.
Ben Margulies
Ben Margulies is an American songwriter and producer best known for co-writing several early hits with Mariah Carey, including her debut single "Vision of Love."
- 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: Max Margulies Triple: [Margulies, hasNotableBearer, Max Margulies]
Generated description
Max Margulies is a political scientist and military scholar known for his work on civil-military relations and military recruitment in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Max Margulies Target entity description: Max Margulies is a political scientist and military scholar known for his work on civil-military relations and military recruitment in the United States.
-
A.
Joseph Margulies
Joseph Margulies is an American civil rights lawyer, law professor, and author known for his work on national security, civil liberties, and the rights of detainees in the War on Terror.
-
B.
William Margulies
William Margulies was an American cinematographer known for his work on mid-20th-century Hollywood films and television productions.
-
C.
Brandon Margolis
Brandon Margolis is a television writer and producer best known for co-creating the crime drama series L.A.'s Finest.
-
D.
Mark Margolis
Mark Margolis was an American character actor best known for his intense, often menacing roles in film and television, including his acclaimed portrayal of Hector Salamanca in Breaking Bad and Better Call Saul.
-
E.
Ben Margulies
Ben Margulies is an American songwriter and producer best known for co-writing several early hits with Mariah Carey, including her debut single "Vision of Love."
- 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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb466a61c81908a110d40fb959b6f |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6ec12de8819097cd83530e54f54b |
completed | May 9, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69ff6f691b1c8190a5b6ede22f90a1d9 |
completed | May 9, 2026, 5:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff700c8c748190a24996936d591435 |
completed | May 9, 2026, 5:34 p.m. |
Created at: April 10, 2026, 1:25 a.m.