Triple

T6654706
Position Surface form Disambiguated ID Type / Status
Subject Transparent E150911 entity
Predicate mainCharacter P1183 FINISHED
Object 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.
E612442 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: Ali Pfefferman | Statement: [Transparent, mainCharacter, Ali Pfefferman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Pfefferman
Context triple: [Transparent, mainCharacter, Ali Pfefferman]
  • A. 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.
  • B. William Horberg
    William Horberg is an American film and television producer known for working on acclaimed projects such as "The Talented Mr. Ripley," "Cold Mountain," and various independent and studio films.
  • C. Sarah Schechter
    Sarah Schechter is a prominent American television and film producer known for her extensive work on hit series and genre projects, including numerous Greg Berlanti–produced shows.
  • D. Tuvia Blatt
    Tuvia Blatt was a Polish-born Jewish Holocaust survivor best known as one of the few survivors of the Sobibor extermination camp uprising and later a prominent witness and author on the Holocaust.
  • E. Felix Rosenblueth (Pinchas Rosen)
    Felix Rosenblueth, better known as Pinchas Rosen, was an Israeli jurist and statesman who served as the first Minister of Justice of Israel and played a key role in shaping the young state's legal system.
  • 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: Ali Pfefferman
Triple: [Transparent, mainCharacter, Ali Pfefferman]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Pfefferman
Target entity description: 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.
  • A. 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.
  • B. William Horberg
    William Horberg is an American film and television producer known for working on acclaimed projects such as "The Talented Mr. Ripley," "Cold Mountain," and various independent and studio films.
  • C. Sarah Schechter
    Sarah Schechter is a prominent American television and film producer known for her extensive work on hit series and genre projects, including numerous Greg Berlanti–produced shows.
  • D. Tuvia Blatt
    Tuvia Blatt was a Polish-born Jewish Holocaust survivor best known as one of the few survivors of the Sobibor extermination camp uprising and later a prominent witness and author on the Holocaust.
  • E. Felix Rosenblueth (Pinchas Rosen)
    Felix Rosenblueth, better known as Pinchas Rosen, was an Israeli jurist and statesman who served as the first Minister of Justice of Israel and played a key role in shaping the young state's legal system.
  • 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_69c687f2c9508190a60b9aad31d3f358 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b049958c8190bb3ef0d4c281825b completed March 27, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f79817f08190a9e499f09b25e67a completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f86efd00819099d48fe7cb9640a3 completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f91ac7788190832a133c4fe046f1 completed March 27, 2026, 9:39 p.m.
Created at: March 27, 2026, 2:01 p.m.