Triple
T18379168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maura Pfefferman |
E446396
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Pfefferman
Pfefferman is the surname of the central family featured in the television series "Transparent," around whom the show's exploration of identity and relationships revolves.
|
E1321317
|
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: Pfefferman | Statement: [Maura Pfefferman, familyName, Pfefferman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pfefferman Context triple: [Maura Pfefferman, familyName, Pfefferman]
-
A.
Ali Pfefferman
Ali Pfefferman is a central character in the television series "Transparent," known for their complex exploration of gender identity, sexuality, and family dynamics within the Pfefferman clan.
-
B.
Josh Pfefferman
Josh Pfefferman is one of the central members of the Pfefferman family in the television series "Transparent," whose personal struggles and relationships are deeply explored throughout the show.
-
C.
Feidman
Feidman is the surname of Giora Feidman, an Argentine-Israeli clarinetist renowned for his interpretations of klezmer and Jewish soul music.
-
D.
Futterman
Futterman is a surname most notably associated with American actor and screenwriter Dan Futterman.
-
E.
Pessin
Pessin is a small municipality in the Havelland district of the German federal state of Brandenburg.
- 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: Pfefferman Triple: [Maura Pfefferman, familyName, Pfefferman]
Generated description
Pfefferman is the surname of the central family featured in the television series "Transparent," around whom the show's exploration of identity and relationships revolves.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pfefferman Target entity description: Pfefferman is the surname of the central family featured in the television series "Transparent," around whom the show's exploration of identity and relationships revolves.
-
A.
Ali Pfefferman
Ali Pfefferman is a central character in the television series "Transparent," known for their complex exploration of gender identity, sexuality, and family dynamics within the Pfefferman clan.
-
B.
Josh Pfefferman
Josh Pfefferman is one of the central members of the Pfefferman family in the television series "Transparent," whose personal struggles and relationships are deeply explored throughout the show.
-
C.
Feidman
Feidman is the surname of Giora Feidman, an Argentine-Israeli clarinetist renowned for his interpretations of klezmer and Jewish soul music.
-
D.
Futterman
Futterman is a surname most notably associated with American actor and screenwriter Dan Futterman.
-
E.
Pessin
Pessin is a small municipality in the Havelland district of the German federal state of Brandenburg.
- 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51799e0f4819089e8af04888549bf |
completed | April 19, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03d77ea9f481909d252120346498ab |
completed | May 13, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_6a03d83fe9a08190b18b9f61ee606372 |
completed | May 13, 2026, 1:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03d915215c819090023094f1fc47f1 |
completed | May 13, 2026, 1:51 a.m. |
Created at: April 10, 2026, 10:45 a.m.