Triple

T16810405
Position Surface form Disambiguated ID Type / Status
Subject Brooke Hogan E408592 entity
Predicate notableWork P4 FINISHED
Object Brooke Knows Best
Brooke Knows Best is an American reality television series that follows Brooke Hogan’s personal and professional life as she moves out on her own.
 E1234444 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: Brooke Knows Best | Statement: [Brooke Hogan, notableWork, Brooke Knows Best]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brooke Knows Best
Context triple: [Brooke Hogan, notableWork, Brooke Knows Best]
  • A. What About Brian
    What About Brian is an American television dramedy series that follows the romantic and personal struggles of a single man in his thirties as all his friends settle into married life.
  • B. Mother Knows Best
    "Mother Knows Best" is a theatrical villain song from Disney's animated film Tangled, performed by the character Mother Gothel to manipulate Rapunzel under the guise of maternal concern.
  • C. Our Miss Brooks
    Our Miss Brooks is a classic American radio and television sitcom centered on the humorous misadventures of a sardonic high school English teacher.
  • D. Mama Knows Best
    "Mama Knows Best" is a powerful, soul-influenced pop song by British singer Jessie J that showcases her strong vocal range and emotive performance style.
  • E. Best of Friends
    Best of Friends is a work featuring actress Nancy Allen, known for her prominent roles in films like Carrie, Dressed to Kill, and RoboCop.
  • 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: Brooke Knows Best
Triple: [Brooke Hogan, notableWork, Brooke Knows Best]
Generated description
Brooke Knows Best is an American reality television series that follows Brooke Hogan’s personal and professional life as she moves out on her own.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brooke Knows Best
Target entity description: Brooke Knows Best is an American reality television series that follows Brooke Hogan’s personal and professional life as she moves out on her own.
  • A. What About Brian
    What About Brian is an American television dramedy series that follows the romantic and personal struggles of a single man in his thirties as all his friends settle into married life.
  • B. Mother Knows Best
    "Mother Knows Best" is a theatrical villain song from Disney's animated film Tangled, performed by the character Mother Gothel to manipulate Rapunzel under the guise of maternal concern.
  • C. Our Miss Brooks
    Our Miss Brooks is a classic American radio and television sitcom centered on the humorous misadventures of a sardonic high school English teacher.
  • D. Mama Knows Best
    "Mama Knows Best" is a powerful, soul-influenced pop song by British singer Jessie J that showcases her strong vocal range and emotive performance style.
  • E. Best of Friends
    Best of Friends is a work featuring actress Nancy Allen, known for her prominent roles in films like Carrie, Dressed to Kill, and RoboCop.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2cf680c8190bcd640570c524918 completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b290d8e4819082880444b42ffa43 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b33f21a48190b3178aa1241bb85a completed May 10, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3afb3708190ab7d78561a2e778c completed May 10, 2026, 4:34 p.m.
Created at: April 10, 2026, 5:23 a.m.