Triple

T13174750
Position Surface form Disambiguated ID Type / Status
Subject Serenity E313070 entity
Predicate character P662 FINISHED
Object The Operative
The Operative is a coldly efficient, idealistic government assassin who serves as the primary antagonist in the science-fiction film "Serenity."
E1025167 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: The Operative | Statement: [Serenity, character, The Operative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Operative
Context triple: [Serenity, character, The Operative]
  • A. The Ribos Operation
    The Ribos Operation is a 1978 Doctor Who serial that opens the Key to Time season, featuring the Fourth Doctor and new companion Romana in a con-artist plot on a wintry alien world.
  • B. The Black Echo
    The Black Echo is a crime novel by Michael Connelly that introduces LAPD detective Harry Bosch as he investigates a murder linked to his past in the Vietnam War.
  • C. Brink of Destruction
    "Brink of Destruction" is a song featured on the album *Shine On*, known for its intense, emotionally charged rock sound.
  • D. The Operators
    The Operators is a nonfiction book by journalist Michael Hastings that offers a critical, behind-the-scenes account of the U.S. military’s leadership and strategy in the Afghanistan War.
  • E. The Silent Seventh
    The Silent Seventh is the nickname of the 7th Australian Division, a World War II infantry division of the Australian Army noted for its service in campaigns such as the Middle East and New Guinea.
  • 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: The Operative
Triple: [Serenity, character, The Operative]
Generated description
The Operative is a coldly efficient, idealistic government assassin who serves as the primary antagonist in the science-fiction film "Serenity."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Operative
Target entity description: The Operative is a coldly efficient, idealistic government assassin who serves as the primary antagonist in the science-fiction film "Serenity."
  • A. The Ribos Operation
    The Ribos Operation is a 1978 Doctor Who serial that opens the Key to Time season, featuring the Fourth Doctor and new companion Romana in a con-artist plot on a wintry alien world.
  • B. The Black Echo
    The Black Echo is a crime novel by Michael Connelly that introduces LAPD detective Harry Bosch as he investigates a murder linked to his past in the Vietnam War.
  • C. Brink of Destruction
    "Brink of Destruction" is a song featured on the album *Shine On*, known for its intense, emotionally charged rock sound.
  • D. The Operators
    The Operators is a nonfiction book by journalist Michael Hastings that offers a critical, behind-the-scenes account of the U.S. military’s leadership and strategy in the Afghanistan War.
  • E. The Silent Seventh
    The Silent Seventh is the nickname of the 7th Australian Division, a World War II infantry division of the Australian Army noted for its service in campaigns such as the Middle East and New Guinea.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c303e3c819086cf0f0b6d9e61ca completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eafe03c48190992df41f77fb043e completed May 3, 2026, 6:28 a.m.
NEDg Description generation batch_69f6f02dcce88190bdb07e271a52729a completed May 3, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69f6f09ff1088190812008373c0553d5 completed May 3, 2026, 6:52 a.m.
Created at: April 9, 2026, 9:14 p.m.