Triple

T3342344
Position Surface form Disambiguated ID Type / Status
Subject Parenthood E70287 entity
Predicate follows P134 FINISHED
Object Braverman family
The Braverman family is the central multigenerational clan in the television drama "Parenthood," known for its realistic portrayal of family relationships, personal struggles, and emotional bonds.
 E349964 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: Braverman family | Statement: [Parenthood, follows, Braverman family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Braverman family
Context triple: [Parenthood, follows, Braverman family]
  • A. Weisbrod family
    The Weisbrod family is a namesake benefactor family associated with the Pueblo Weisbrod Aircraft Museum, recognized for their significant contributions to aviation heritage preservation in Pueblo, Colorado.
  • B. Seidman family
    The Seidman family is a philanthropic family known for its significant contributions to education and business, including endowing the Seidman College of Business.
  • C. Beloselsky-Belozersky family
    The Beloselsky-Belozersky family was a prominent Russian noble lineage known for its high-ranking aristocrats, military leaders, and close ties to the imperial court.
  • D. Cohen family
    The Cohen family is a wealthy and influential American family best known for its major investments and business interests, including those overseen by Cohen Private Ventures.
  • E. Milstein family
    The Milstein family is a prominent American philanthropic and real estate family known for major donations to cultural and educational institutions, including Cornell University.
  • 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: Braverman family
Triple: [Parenthood, follows, Braverman family]
Generated description
The Braverman family is the central multigenerational clan in the television drama "Parenthood," known for its realistic portrayal of family relationships, personal struggles, and emotional bonds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Braverman family
Target entity description: The Braverman family is the central multigenerational clan in the television drama "Parenthood," known for its realistic portrayal of family relationships, personal struggles, and emotional bonds.
  • A. Weisbrod family
    The Weisbrod family is a namesake benefactor family associated with the Pueblo Weisbrod Aircraft Museum, recognized for their significant contributions to aviation heritage preservation in Pueblo, Colorado.
  • B. Seidman family
    The Seidman family is a philanthropic family known for its significant contributions to education and business, including endowing the Seidman College of Business.
  • C. Beloselsky-Belozersky family
    The Beloselsky-Belozersky family was a prominent Russian noble lineage known for its high-ranking aristocrats, military leaders, and close ties to the imperial court.
  • D. Cohen family
    The Cohen family is a wealthy and influential American family best known for its major investments and business interests, including those overseen by Cohen Private Ventures.
  • E. Milstein family
    The Milstein family is a prominent American philanthropic and real estate family known for major donations to cultural and educational institutions, including Cornell University.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1ee711481909c0d921f1b5b8562 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a946ba88190bd40ba7481baf28d completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3aaba48190b203e344d71080f3 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31da28a04819096e7ced5f123592a completed March 12, 2026, 8:10 p.m.
Created at: March 8, 2026, 3:12 p.m.