Triple

T17833822
Position Surface form Disambiguated ID Type / Status
Subject Boyd Langton E445330 entity
Predicate loyalty P1201 FINISHED
Object Echo
Echo is the central "Active" in the TV series Dollhouse, a programmable agent whose evolving self-awareness and complex relationships, including with handler Boyd Langton, drive the show's exploration of identity and autonomy.
E1286351 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: Echo | Statement: [Boyd Langton, loyalty, Echo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Echo
Context triple: [Boyd Langton, loyalty, Echo]
  • A. Echo
    Echo is one of the official mascots of the Salt Lake 2002 Winter Olympics, represented as a coyote symbolizing the American West and the spirit of the Games.
  • B. Echo
    Echo is a Marvel Comics character, Maya Lopez, a deaf Native American martial artist known for her photographic reflexes and close association with Daredevil and the Avengers.
  • C. Echo
    Echo is the 1999 studio album by Tom Petty and the Heartbreakers, noted for its reflective tone and themes of loss and recovery.
  • D. Echo
    "Echo" is a collaborative hip-hop track by the rap duo Bad Meets Evil, showcasing their rapid-fire lyricism and intricate wordplay.
  • E. Echo
    Echo is a song by American singer Ciara from her third studio album, Fantasy Ride.
  • 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: Echo
Triple: [Boyd Langton, loyalty, Echo]
Generated description
Echo is the central "Active" in the TV series Dollhouse, a programmable agent whose evolving self-awareness and complex relationships, including with handler Boyd Langton, drive the show's exploration of identity and autonomy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Echo
Target entity description: Echo is the central "Active" in the TV series Dollhouse, a programmable agent whose evolving self-awareness and complex relationships, including with handler Boyd Langton, drive the show's exploration of identity and autonomy.
  • A. Echo chosen
    Echo is a central "Active" character in the TV series *Dollhouse*, a programmable operative whose evolving self-awareness drives much of the show's narrative.
  • B. Echo
    Echo is a character or group that serves as the primary allegiance and cause for Victor, around which his loyalty and actions are centered.
  • C. Echo
    Echo is a Marvel Comics character, Maya Lopez, a deaf Native American martial artist known for her photographic reflexes and close association with Daredevil and the Avengers.
  • D. Echo
    Echo is a clone trooper in the Star Wars universe who evolves from a by-the-book soldier of the Domino Squad into a cybernetically enhanced member of the Bad Batch.
  • E. Echo
    Echo is Amazon’s smart speaker line that integrates the Alexa voice assistant to control smart-home devices, play media, and provide information via voice commands.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d2635a081909d4d48d22e260f8e completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b18f3308190a847d0922c090fdb completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031c3658988190b59fa17d616cad9b completed May 12, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a031c9914dc819099da3b2174a5fbc7 completed May 12, 2026, 12:27 p.m.
Created at: April 10, 2026, 10:15 a.m.