Triple

T9724006
Position Surface form Disambiguated ID Type / Status
Subject Cynthia Stevenson E235554 entity
Predicate notableWork P4 FINISHED
Object Life Unexpected
Life Unexpected is an American television drama series that follows a teenage girl who reconnects with her biological parents after growing up in the foster care system.
E817384 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: Life Unexpected | Statement: [Cynthia Stevenson, notableWork, Life Unexpected]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Life Unexpected
Context triple: [Cynthia Stevenson, notableWork, Life Unexpected]
  • A. A Life Less Ordinary
    A Life Less Ordinary is a 1997 romantic black comedy film directed by Danny Boyle that blends crime, fantasy, and offbeat romance.
  • B. A Lucky Life Interrupted
    A Lucky Life Interrupted is a memoir by American journalist Tom Brokaw that chronicles his experience living with multiple myeloma and reflects on his life and career.
  • C. Dear World
    Dear World is a Broadway musical by composer-lyricist Jerry Herman, adapted from Jean Giraudoux’s play "The Madwoman of Chaillot" and known for its whimsical, bittersweet score.
  • D. Like Home
    "Like Home" is a progressive house track by Dutch DJ and producer Nicky Romero, known for its uplifting melody and festival-friendly energy.
  • E. No Surprises
    "No Surprises" is a melancholic, lullaby-like alternative rock song by Radiohead known for its gentle melody, darkly introspective lyrics, and iconic glockenspiel riff.
  • 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: Life Unexpected
Triple: [Cynthia Stevenson, notableWork, Life Unexpected]
Generated description
Life Unexpected is an American television drama series that follows a teenage girl who reconnects with her biological parents after growing up in the foster care system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Life Unexpected
Target entity description: Life Unexpected is an American television drama series that follows a teenage girl who reconnects with her biological parents after growing up in the foster care system.
  • A. The Unexpected
    "The Unexpected" is a 2018 DC Comics limited series that follows a group of unlikely heroes drawn together by mysterious cosmic forces in the aftermath of the Dark Nights: Metal event.
  • B. A Life Less Ordinary
    A Life Less Ordinary is a 1997 romantic black comedy film directed by Danny Boyle that blends crime, fantasy, and offbeat romance.
  • C. A Lucky Life Interrupted
    A Lucky Life Interrupted is a memoir by American journalist Tom Brokaw that chronicles his experience living with multiple myeloma and reflects on his life and career.
  • D. Dear World
    Dear World is a Broadway musical by composer-lyricist Jerry Herman, adapted from Jean Giraudoux’s play "The Madwoman of Chaillot" and known for its whimsical, bittersweet score.
  • E. Like Home
    "Like Home" is a progressive house track by Dutch DJ and producer Nicky Romero, known for its uplifting melody and festival-friendly energy.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e77096481908ffd315fecb1d5ec completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19faa064081909c1d23044984a17c completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a3cc5420819091ee338da5afe4b7 completed April 4, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d1a5f265148190af432e3640221a33 completed April 4, 2026, 11:59 p.m.
Created at: March 30, 2026, 8:21 p.m.