Triple

T8458815
Position Surface form Disambiguated ID Type / Status
Subject Amanda Clarke E199987 entity
Predicate spouse P13 FINISHED
Object Daniel Grayson (under alias Emily Thorne)
Daniel Grayson is a central character in the TV series "Revenge," a wealthy Grayson family heir who becomes romantically involved with Amanda Clarke while she is living under the alias Emily Thorne.
E199986 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: Daniel Grayson (under alias Emily Thorne) | Statement: [Amanda Clarke, spouse, Daniel Grayson (under alias Emily Thorne)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Grayson (under alias Emily Thorne)
Context triple: [Amanda Clarke, spouse, Daniel Grayson (under alias Emily Thorne)]
  • A. Emily Thorne
    Emily Thorne is the vengeful, secretive protagonist of the TV drama "Revenge," who infiltrates the Hamptons elite to destroy the people who ruined her family.
  • B. Britt Reid
    Britt Reid is an American football coach best known for serving as an assistant coach for the Kansas City Chiefs and for being the son of longtime NFL head coach Andy Reid.
  • C. Amanda Grayson
    Amanda Grayson is a human schoolteacher from Earth in the Star Trek universe, best known as the human wife of Sarek and mother of Spock, bridging human and Vulcan cultures.
  • D. Elizabeth Cutter Morrow
    Elizabeth Cutter Morrow was an American educator and diplomat who served as U.S. ambassador to Mexico and was the mother of author and aviator Anne Morrow Lindbergh.
  • E. Daphne Moon
    Daphne Moon is a quirky, psychic-leaning live-in physical therapist and housekeeper who becomes a central member of the Crane household on the television sitcom "Frasier."
  • 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: Daniel Grayson (under alias Emily Thorne)
Triple: [Amanda Clarke, spouse, Daniel Grayson (under alias Emily Thorne)]
Generated description
Daniel Grayson is a central character in the TV series "Revenge," a wealthy Grayson family heir who becomes romantically involved with Amanda Clarke while she is living under the alias Emily Thorne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Grayson (under alias Emily Thorne)
Target entity description: Daniel Grayson is a central character in the TV series "Revenge," a wealthy Grayson family heir who becomes romantically involved with Amanda Clarke while she is living under the alias Emily Thorne.
  • A. Emily Thorne chosen
    Emily Thorne is the vengeful, secretive protagonist of the TV drama "Revenge," who infiltrates the Hamptons elite to destroy the people who ruined her family.
  • B. Britt Reid
    Britt Reid is an American football coach best known for serving as an assistant coach for the Kansas City Chiefs and for being the son of longtime NFL head coach Andy Reid.
  • C. Amanda Grayson
    Amanda Grayson is a human schoolteacher from Earth in the Star Trek universe, best known as the human wife of Sarek and mother of Spock, bridging human and Vulcan cultures.
  • D. Elizabeth Cutter Morrow
    Elizabeth Cutter Morrow was an American educator and diplomat who served as U.S. ambassador to Mexico and was the mother of author and aviator Anne Morrow Lindbergh.
  • E. Daphne Moon
    Daphne Moon is a quirky, psychic-leaning live-in physical therapist and housekeeper who becomes a central member of the Crane household on the television sitcom "Frasier."
  • F. None of above.

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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe49e036c8190abb50ca272266ca6 completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39caf4bc8190a1850b2124684a2a completed April 2, 2026, 9:41 a.m.
NEDg Description generation batch_69ce3bb440a8819085352ea50c39c109 completed April 2, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c698210819098367fdacadc936a completed April 2, 2026, 9:52 a.m.
Created at: March 30, 2026, 6:10 p.m.