Triple

T13448728
Position Surface form Disambiguated ID Type / Status
Subject Unforgotten E320550 entity
Predicate mainCharacter P1183 FINISHED
Object DCI Cassie Stuart
DCI Cassie Stuart is the determined and emotionally complex cold case detective at the heart of the British crime drama series "Unforgotten."
E1040268 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: DCI Cassie Stuart | Statement: [Unforgotten, mainCharacter, DCI Cassie Stuart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DCI Cassie Stuart
Context triple: [Unforgotten, mainCharacter, DCI Cassie Stuart]
  • A. Samantha Hobbs
    Samantha Hobbs is the young daughter of DSS agent Luke Hobbs in the Fast & Furious film franchise.
  • B. Carrie Mathison
    Carrie Mathison is a brilliant but mentally unstable CIA officer and the central protagonist of the television series "Homeland," known for her obsessive dedication to preventing terrorist attacks.
  • C. Sam Coulson
    Sam Coulson is an English rock guitarist best known for joining the progressive rock band Asia in the 2010s.
  • D. Jamie Graham
    Jamie Graham is the young British boy whose harrowing coming-of-age journey through World War II internment in Shanghai forms the emotional core of J.G. Ballard’s novel and its film adaptation, "Empire of the Sun."
  • E. Amanda Waller
    Amanda Waller is a ruthless, high-ranking government official in DC Comics who oversees covert operations and controls the Suicide Squad through manipulation and intimidation.
  • 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: DCI Cassie Stuart
Triple: [Unforgotten, mainCharacter, DCI Cassie Stuart]
Generated description
DCI Cassie Stuart is the determined and emotionally complex cold case detective at the heart of the British crime drama series "Unforgotten."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DCI Cassie Stuart
Target entity description: DCI Cassie Stuart is the determined and emotionally complex cold case detective at the heart of the British crime drama series "Unforgotten."
  • A. Samantha Hobbs
    Samantha Hobbs is the young daughter of DSS agent Luke Hobbs in the Fast & Furious film franchise.
  • B. Carrie Mathison
    Carrie Mathison is a brilliant but mentally unstable CIA officer and the central protagonist of the television series "Homeland," known for her obsessive dedication to preventing terrorist attacks.
  • C. Sam Coulson
    Sam Coulson is an English rock guitarist best known for joining the progressive rock band Asia in the 2010s.
  • D. Jamie Graham
    Jamie Graham is the young British boy whose harrowing coming-of-age journey through World War II internment in Shanghai forms the emotional core of J.G. Ballard’s novel and its film adaptation, "Empire of the Sun."
  • E. Amanda Waller
    Amanda Waller is a ruthless, high-ranking government official in DC Comics who oversees covert operations and controls the Suicide Squad through manipulation and intimidation.
  • 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaef758b08190b9aa5ec7082cd417 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73999f8388190b2c578e063341178 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73af2b37481908c4d282c1335fe08 completed May 3, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69f73b959de88190959335353242031b completed May 3, 2026, 12:12 p.m.
Created at: April 9, 2026, 9:41 p.m.