Triple

T12531631
Position Surface form Disambiguated ID Type / Status
Subject Grace Williams E299578 entity
Predicate partOf P40 FINISHED
Object British television series From Darkness
From Darkness is a British crime drama television series that follows a former police officer drawn back into investigating haunting cold cases from her past.
E988433 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: British television series From Darkness | Statement: [Grace Williams, partOf, British television series From Darkness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: British television series From Darkness
Context triple: [Grace Williams, partOf, British television series From Darkness]
  • A. British TV series "Luther"
    "Luther" is a British psychological crime drama television series following brilliant but troubled detective John Luther as he tackles complex and often brutal cases in London.
  • B. television series The Dying of the Light
    The Dying of the Light is a television drama series featuring a musical score by acclaimed British composer Stephen Warbeck.
  • C. British television series Crossroads
    Crossroads is a long-running British television soap opera set around a Midlands motel, known for its melodramatic storylines and iconic status in UK TV history.
  • D. television series Heartbeat
    Heartbeat is a British period drama television series set in 1960s rural Yorkshire, following the lives and work of local police officers and villagers.
  • E. BBC television series Room 101
    BBC television series Room 101 is a comedy panel show in which celebrity guests humorously argue for their personal pet hates to be banished to a metaphorical room of oblivion.
  • 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: British television series From Darkness
Triple: [Grace Williams, partOf, British television series From Darkness]
Generated description
From Darkness is a British crime drama television series that follows a former police officer drawn back into investigating haunting cold cases from her past.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: British television series From Darkness
Target entity description: From Darkness is a British crime drama television series that follows a former police officer drawn back into investigating haunting cold cases from her past.
  • A. British TV series "Luther"
    "Luther" is a British psychological crime drama television series following brilliant but troubled detective John Luther as he tackles complex and often brutal cases in London.
  • B. television series The Dying of the Light
    The Dying of the Light is a television drama series featuring a musical score by acclaimed British composer Stephen Warbeck.
  • C. British television series Crossroads
    Crossroads is a long-running British television soap opera set around a Midlands motel, known for its melodramatic storylines and iconic status in UK TV history.
  • D. television series Heartbeat
    Heartbeat is a British period drama television series set in 1960s rural Yorkshire, following the lives and work of local police officers and villagers.
  • E. BBC television series Room 101
    BBC television series Room 101 is a comedy panel show in which celebrity guests humorously argue for their personal pet hates to be banished to a metaphorical room of oblivion.
  • 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.