Triple

T14294258
Position Surface form Disambiguated ID Type / Status
Subject Beale family E354396 entity
Predicate hasMember P10 FINISHED
Object Lauren Branning
Lauren Branning is a fictional character from the British soap opera "EastEnders," known for her turbulent family relationships, struggles with addiction, and central role in several major storylines.
E1094973 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: Lauren Branning | Statement: [Beale family, hasMember, Lauren Branning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lauren Branning
Context triple: [Beale family, hasMember, Lauren Branning]
  • A. Dorothy Branning
    Dorothy Branning, better known as Dot Cotton, is a long-running, iconic character from the British soap opera EastEnders, renowned for her devout Christian faith, chain-smoking habit, and sharp tongue.
  • B. Sharon Watts
    Sharon Watts is a long-running fictional character from the British soap opera "EastEnders," known for her tumultuous relationships and central role in many of the show's major storylines.
  • C. Charity Dingle
    Charity Dingle is a long-running, central character in the British soap opera *Emmerdale*, known for her complex relationships, criminal past, and dramatic storylines.
  • D. Jack Branning
    Jack Branning is a fictional character from the British soap opera "EastEnders," known for his complex relationships and long-running involvement in the show's dramatic storylines.
  • E. Lucy Beale
    Lucy Beale is a fictional character from the British soap opera "EastEnders," known as a member of the long-running Beale family and central to several major storylines, including a high-profile murder plot.
  • 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: Lauren Branning
Triple: [Beale family, hasMember, Lauren Branning]
Generated description
Lauren Branning is a fictional character from the British soap opera "EastEnders," known for her turbulent family relationships, struggles with addiction, and central role in several major storylines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lauren Branning
Target entity description: Lauren Branning is a fictional character from the British soap opera "EastEnders," known for her turbulent family relationships, struggles with addiction, and central role in several major storylines.
  • A. Dorothy Branning
    Dorothy Branning, better known as Dot Cotton, is a long-running, iconic character from the British soap opera EastEnders, renowned for her devout Christian faith, chain-smoking habit, and sharp tongue.
  • B. Sharon Watts
    Sharon Watts is a long-running fictional character from the British soap opera "EastEnders," known for her tumultuous relationships and central role in many of the show's major storylines.
  • C. Charity Dingle
    Charity Dingle is a long-running, central character in the British soap opera *Emmerdale*, known for her complex relationships, criminal past, and dramatic storylines.
  • D. Jack Branning
    Jack Branning is a fictional character from the British soap opera "EastEnders," known for his complex relationships and long-running involvement in the show's dramatic storylines.
  • E. Lucy Beale
    Lucy Beale is a fictional character from the British soap opera "EastEnders," known as a member of the long-running Beale family and central to several major storylines, including a high-profile murder plot.
  • 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_69fd4c34d038819097b441c943ea5063 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4dd950848190b30e8b8d13130c1c completed May 8, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69fd4e61e150819080481f324e686c8a completed May 8, 2026, 2:45 a.m.
Created at: April 10, 2026, 1:11 a.m.