Triple

T14294239
Position Surface form Disambiguated ID Type / Status
Subject Beale family E354396 entity
Predicate hasMember P10 FINISHED
Object Lou Beale
Lou Beale is a fictional matriarchal character from the British soap opera "EastEnders," known as the formidable head of the Beale family.
E1091252 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: Lou Beale | Statement: [Beale family, hasMember, Lou Beale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou Beale
Context triple: [Beale family, hasMember, Lou Beale]
  • A. Beryl Booker
    Beryl Booker was an American jazz pianist and composer known for her swinging style and collaborations with prominent bebop and swing musicians in the mid-20th century.
  • B. Aubrey Peeples
    Aubrey Peeples is an American actress and singer best known for her roles in the TV series "Nashville" and films such as "Jem and the Holograms."
  • C. Damani Leech
    Damani Leech is an American sports executive known for his leadership roles in professional football, including serving as president of the Denver Broncos.
  • D. Cori Broadus
    Cori Broadus is an American singer and social media personality, best known as the daughter of rapper Snoop Dogg.
  • E. Andell Wilkerson
    Andell Wilkerson is a witty, down-to-earth supporting character from the sitcom "Moesha," known for being Moesha's close friend and a source of comic relief and guidance.
  • 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: Lou Beale
Triple: [Beale family, hasMember, Lou Beale]
Generated description
Lou Beale is a fictional matriarchal character from the British soap opera "EastEnders," known as the formidable head of the Beale family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou Beale
Target entity description: Lou Beale is a fictional matriarchal character from the British soap opera "EastEnders," known as the formidable head of the Beale family.
  • A. Beryl Booker
    Beryl Booker was an American jazz pianist and composer known for her swinging style and collaborations with prominent bebop and swing musicians in the mid-20th century.
  • B. Aubrey Peeples
    Aubrey Peeples is an American actress and singer best known for her roles in the TV series "Nashville" and films such as "Jem and the Holograms."
  • C. Damani Leech
    Damani Leech is an American sports executive known for his leadership roles in professional football, including serving as president of the Denver Broncos.
  • D. Cori Broadus
    Cori Broadus is an American singer and social media personality, best known as the daughter of rapper Snoop Dogg.
  • E. Andell Wilkerson
    Andell Wilkerson is a witty, down-to-earth supporting character from the sitcom "Moesha," known for being Moesha's close friend and a source of comic relief and guidance.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717b35ec81908968994e65737c66 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2281d481909714f8d8cfe71514 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3ded77748190b35908e046ccce67 completed May 8, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e7425348190abf09c103cc17305 completed May 8, 2026, 1:37 a.m.
Created at: April 10, 2026, 1:11 a.m.