Triple

T12531291
Position Surface form Disambiguated ID Type / Status
Subject From Darkness E299568 entity
Predicate castMember P1668 FINISHED
Object Leanne Best
Leanne Best is a British actress known for her work in television and film, including roles in series like "From Darkness" and "Ripper Street" and films such as "Star Wars: The Force Awakens."
E988417 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: Leanne Best | Statement: [From Darkness, castMember, Leanne Best]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leanne Best
Context triple: [From Darkness, castMember, Leanne Best]
  • A. Leigh Nash
    Leigh Nash is an American singer and songwriter best known as the lead vocalist of the alternative pop band Sixpence None the Richer.
  • B. Melanie Mills
    Melanie Mills is known as the spouse of former professional American football center Sam Mills.
  • C. Heather Morris
    Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
  • D. Heather Dunbar
    Heather Dunbar is a principled and ambitious lawyer-turned-politician in the TV series "House of Cards," who emerges as a major challenger to Frank Underwood’s power.
  • E. Crissy Haslam
    Crissy Haslam is an American educator and former First Lady of Tennessee, known for her advocacy on literacy and children's issues during her husband Bill Haslam's governorship.
  • 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: Leanne Best
Triple: [From Darkness, castMember, Leanne Best]
Generated description
Leanne Best is a British actress known for her work in television and film, including roles in series like "From Darkness" and "Ripper Street" and films such as "Star Wars: The Force Awakens."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leanne Best
Target entity description: Leanne Best is a British actress known for her work in television and film, including roles in series like "From Darkness" and "Ripper Street" and films such as "Star Wars: The Force Awakens."
  • A. Leigh Nash
    Leigh Nash is an American singer and songwriter best known as the lead vocalist of the alternative pop band Sixpence None the Richer.
  • B. Melanie Mills
    Melanie Mills is known as the spouse of former professional American football center Sam Mills.
  • C. Heather Morris
    Heather Morris is an American actress, dancer, and choreographer best known for playing Brittany S. Pierce on the television series "Glee."
  • D. Heather Dunbar
    Heather Dunbar is a principled and ambitious lawyer-turned-politician in the TV series "House of Cards," who emerges as a major challenger to Frank Underwood’s power.
  • E. Crissy Haslam
    Crissy Haslam is an American educator and former First Lady of Tennessee, known for her advocacy on literacy and children's issues during her husband Bill Haslam's governorship.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc8866c81908821525b595715e2 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64da25bf88190889273bf41e2f154 completed May 2, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f65213ed84819086fda178aaf9e774 completed May 2, 2026, 7:35 p.m.
Created at: April 8, 2026, 9:57 p.m.