Triple

T6654705
Position Surface form Disambiguated ID Type / Status
Subject Transparent E150911 entity
Predicate mainCharacter P1183 FINISHED
Object 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.
E608626 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: Josh Pfefferman | Statement: [Transparent, mainCharacter, Josh Pfefferman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josh Pfefferman
Context triple: [Transparent, mainCharacter, Josh Pfefferman]
  • A. Peter Mark Richman
    Peter Mark Richman was an American actor known for his prolific work in film and television from the 1950s onward, often appearing in dramas and popular TV series.
  • B. Sammy Jankis
    Sammy Jankis is a pivotal, memory-impaired character from the film "Memento," whose tragic condition mirrors and foreshadows the protagonist’s own struggles.
  • C. Benjy Eisen
    Benjy Eisen is a music journalist and author best known for co-writing memoirs with Grateful Dead drummer Bill Kreutzmann.
  • D. Jermy Finkelstein
    Jermy Finkelstein is an individual notable enough to be recognized as a bearer of the surname Finkelstein.
  • E. Phillip Halpert
    Phillip Halpert is the infant son of Jim and Pam Halpert on the American television series "The Office."
  • 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: Josh Pfefferman
Triple: [Transparent, mainCharacter, Josh Pfefferman]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josh Pfefferman
Target entity description: 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.
  • A. Peter Mark Richman
    Peter Mark Richman was an American actor known for his prolific work in film and television from the 1950s onward, often appearing in dramas and popular TV series.
  • B. Sammy Jankis
    Sammy Jankis is a pivotal, memory-impaired character from the film "Memento," whose tragic condition mirrors and foreshadows the protagonist’s own struggles.
  • C. Benjy Eisen
    Benjy Eisen is a music journalist and author best known for co-writing memoirs with Grateful Dead drummer Bill Kreutzmann.
  • D. Jermy Finkelstein
    Jermy Finkelstein is an individual notable enough to be recognized as a bearer of the surname Finkelstein.
  • E. Phillip Halpert
    Phillip Halpert is the infant son of Jim and Pam Halpert on the American television series "The Office."
  • 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_69c6eefffdfc8190bc191606bdb481a5 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0d4780c81908e6c274c81d883a7 completed March 27, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69c6f15b7d848190815be600234461ba completed March 27, 2026, 9:06 p.m.
Created at: March 27, 2026, 2:01 p.m.