Triple

T18379192
Position Surface form Disambiguated ID Type / Status
Subject Maura Pfefferman E446396 entity
Predicate hasSibling P363 FINISHED
Object Brittany (half-sibling, in backstory)
Brittany is Maura Pfefferman’s half-sibling, a background family figure mentioned in the backstory of the Pfefferman family in the series "Transparent."
 E1321321 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: Brittany (half-sibling, in backstory) | Statement: [Maura Pfefferman, hasSibling, Brittany (half-sibling, in backstory)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brittany (half-sibling, in backstory)
Context triple: [Maura Pfefferman, hasSibling, Brittany (half-sibling, in backstory)]
  • A. Brittany Noell
    Brittany Noell is an American fashion designer and entrepreneur best known as the wife of rapper and author Sir Robert Bryson Hall II, professionally known as Logic.
  • B. Brittany Hazzard
    Brittany Hazzard, better known by her stage name Starrah, is an American songwriter and singer recognized for penning numerous chart-topping pop and hip-hop hits for major artists.
  • C. Brielle
    Brielle is a small borough in Monmouth County, New Jersey, known for its residential waterfront community and access to coastal and riverfront recreation.
  • D. Brielle
    Brielle is a historic fortified town in the Dutch province of South Holland, known for its well-preserved medieval center and role in the Eighty Years' War.
  • E. Britt
    Britt is the laconic, knife-throwing gunfighter portrayed by James Coburn in the classic Western film "The Magnificent Seven."
  • 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: Brittany (half-sibling, in backstory)
Triple: [Maura Pfefferman, hasSibling, Brittany (half-sibling, in backstory)]
Generated description
Brittany is Maura Pfefferman’s half-sibling, a background family figure mentioned in the backstory of the Pfefferman family in the series "Transparent."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brittany (half-sibling, in backstory)
Target entity description: Brittany is Maura Pfefferman’s half-sibling, a background family figure mentioned in the backstory of the Pfefferman family in the series "Transparent."
  • A. Brittany Noell
    Brittany Noell is an American fashion designer and entrepreneur best known as the wife of rapper and author Sir Robert Bryson Hall II, professionally known as Logic.
  • B. Brittany Hazzard
    Brittany Hazzard, better known by her stage name Starrah, is an American songwriter and singer recognized for penning numerous chart-topping pop and hip-hop hits for major artists.
  • C. Brielle
    Brielle is a small borough in Monmouth County, New Jersey, known for its residential waterfront community and access to coastal and riverfront recreation.
  • D. Brielle
    Brielle is a historic fortified town in the Dutch province of South Holland, known for its well-preserved medieval center and role in the Eighty Years' War.
  • E. Britt
    Britt is the laconic, knife-throwing gunfighter portrayed by James Coburn in the classic Western film "The Magnificent Seven."
  • 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.