Triple

T671606
Position Surface form Disambiguated ID Type / Status
Subject Torchwood E12982 entity
Predicate mainCharacter P1183 FINISHED
Object Esther Drummond
Esther Drummond is a CIA analyst who becomes a key member of the Torchwood team in the science fiction television series "Torchwood: Miracle Day."
E162931 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: Esther Drummond | Statement: [Torchwood, mainCharacter, Esther Drummond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Esther Drummond
Context triple: [Torchwood, mainCharacter, Esther Drummond]
  • A. Mary Easty
    Mary Easty was a respected Salem, Massachusetts woman who was falsely accused of witchcraft and executed during the 1692 Salem witch trials, later remembered for her dignified plea for justice.
  • B. Mary Lee Hartford
    Mary Lee Hartford was the second wife of American actor and producer Douglas Fairbanks Jr., known primarily for her marriage into the prominent Fairbanks family.
  • C. Shirley Hufstedler
    Shirley Hufstedler was an American lawyer, judge, and public official who became the first U.S. Secretary of Education after serving as a federal appellate judge.
  • D. Esther Stoddard Edwards
    Esther Stoddard Edwards was the daughter of prominent American theologian Jonathan Edwards and a member of the influential Edwards-Stoddard New England clerical family.
  • E. Mary Lee Woods
    Mary Lee Woods was a British mathematician and computer scientist who worked on early computers at Ferranti and was the mother of World Wide Web inventor Tim Berners-Lee.
  • 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: Esther Drummond
Triple: [Torchwood, mainCharacter, Esther Drummond]
Generated description
Esther Drummond is a CIA analyst who becomes a key member of the Torchwood team in the science fiction television series "Torchwood: Miracle Day."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Esther Drummond
Target entity description: Esther Drummond is a CIA analyst who becomes a key member of the Torchwood team in the science fiction television series "Torchwood: Miracle Day."
  • A. Mary Easty
    Mary Easty was a respected Salem, Massachusetts woman who was falsely accused of witchcraft and executed during the 1692 Salem witch trials, later remembered for her dignified plea for justice.
  • B. Mary Lee Hartford
    Mary Lee Hartford was the second wife of American actor and producer Douglas Fairbanks Jr., known primarily for her marriage into the prominent Fairbanks family.
  • C. Shirley Hufstedler
    Shirley Hufstedler was an American lawyer, judge, and public official who became the first U.S. Secretary of Education after serving as a federal appellate judge.
  • D. Esther Stoddard Edwards
    Esther Stoddard Edwards was the daughter of prominent American theologian Jonathan Edwards and a member of the influential Edwards-Stoddard New England clerical family.
  • E. Mary Lee Woods
    Mary Lee Woods was a British mathematician and computer scientist who worked on early computers at Ferranti and was the mother of World Wide Web inventor Tim Berners-Lee.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a021b908819086f7cfe65def4728 completed March 1, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0132cd6081908d70112213343063 completed March 8, 2026, 4:55 a.m.
NEDg Description generation batch_69ad018ec1fc81909fb4719ae30cb465 completed March 8, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69ad020c59b08190a4bda7e9d3194fd9 completed March 8, 2026, 4:58 a.m.
Created at: March 1, 2026, 7:36 p.m.