Triple

T14904728
Position Surface form Disambiguated ID Type / Status
Subject The Name of the Doctor E360098 entity
Predicate featuresMonsterOrVillain P18264 FINISHED
Object Whisper Men
The Whisper Men are eerie, faceless servants of the Great Intelligence in Doctor Who, known for their whispering voices, Victorian undertaker appearance, and ability to phase through matter to menace the Doctor and his allies.
E1126737 NE FINISHED

How this triple was built (5 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: Whisper Men | Statement: [The Name of the Doctor, featuresMonsterOrVillain, Whisper Men]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whisper Men
Context triple: [The Name of the Doctor, featuresMonsterOrVillain, Whisper Men]
  • A. Whisper
    Whisper is an open-source automatic speech recognition system by OpenAI that transcribes and translates spoken language with high accuracy across many languages.
  • B. Whisper
    Whisper is a feminine hygiene brand of sanitary napkins and related products owned by Procter & Gamble and sold in various international markets.
  • C. Whisper
    Whisper is a 2007 supernatural horror film in which a botched kidnapping leads to terrifying events surrounding a mysterious young boy.
  • D. A Whisper
    "A Whisper" is a subdued, atmospheric track by Coldplay from their acclaimed album "A Rush of Blood to the Head," noted for its layered guitars and introspective mood.
  • E. The Whispers
    The Whispers is an American science fiction horror television series centered on mysterious, seemingly supernatural events involving children and an unseen entity.
  • 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: Whisper Men
Triple: [The Name of the Doctor, featuresMonsterOrVillain, Whisper Men]
Generated description
The Whisper Men are eerie, faceless servants of the Great Intelligence in Doctor Who, known for their whispering voices, Victorian undertaker appearance, and ability to phase through matter to menace the Doctor and his allies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whisper Men
Target entity description: The Whisper Men are eerie, faceless servants of the Great Intelligence in Doctor Who, known for their whispering voices, Victorian undertaker appearance, and ability to phase through matter to menace the Doctor and his allies.
  • A. Whisper
    Whisper is an open-source automatic speech recognition system by OpenAI that transcribes and translates spoken language with high accuracy across many languages.
  • B. Whisper
    Whisper is a feminine hygiene brand of sanitary napkins and related products owned by Procter & Gamble and sold in various international markets.
  • C. Whisper
    Whisper is a 2007 supernatural horror film in which a botched kidnapping leads to terrifying events surrounding a mysterious young boy.
  • D. A Whisper
    "A Whisper" is a subdued, atmospheric track by Coldplay from their acclaimed album "A Rush of Blood to the Head," noted for its layered guitars and introspective mood.
  • E. The Whispers
    The Whispers is an American science fiction horror television series centered on mysterious, seemingly supernatural events involving children and an unseen entity.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: featuresMonsterOrVillain
Context triple: [The Name of the Doctor, featuresMonsterOrVillain, Whisper Men]
  • A. featuresAntagonistEntity
    Indicates that the subject includes or involves an entity serving as an antagonist in the context of a narrative, interaction, or scenario.
  • B. featuresMonster chosen
    Indicates that something includes or prominently presents a monster as part of its content or composition.
  • C. featuresVillainActor
    Indicates that the subject includes or presents an actor in the role of a villain.
  • D. featuresCharactersFrom
    Indicates that one entity (such as a work or production) includes or presents characters originating from another entity.
  • E. featuresCharacterWith
    Indicates that one entity (such as a work or product) includes or presents a particular character as part of its content.
  • F. None of above.

Provenance (6 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded60cd5588190b1efecc2b220da69 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72b4e4f88190af7e859d93dbbd28 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe7360c11481908e2e5127b466e31b completed May 8, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe743c37308190a045ef5f0ade8508 completed May 8, 2026, 11:39 p.m.
PD Predicate disambiguation batch_69de9a4a14a88190951bb8f4c60bd37b completed April 14, 2026, 7:49 p.m.
Created at: April 10, 2026, 2:12 a.m.