Triple

T17413943
Position Surface form Disambiguated ID Type / Status
Subject Ivy Walker E423439 entity
Predicate fears P7327 FINISHED
Object Those We Don’t Speak Of
Those We Don’t Speak Of are the mysterious, supposedly monstrous creatures that haunt the surrounding woods and enforce the isolation of the village in M. Night Shyamalan’s film "The Village."
E1267964 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: Those We Don’t Speak Of | Statement: [Ivy Walker, fears, Those We Don’t Speak Of]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Those We Don’t Speak Of
Context triple: [Ivy Walker, fears, Those We Don’t Speak Of]
  • A. Nobody Will Speak of Us When We're Dead
    "Nobody Will Speak of Us When We're Dead" is a 1995 Spanish crime drama film, directed by Agustín Díaz Yanes, that follows a woman entangled in drug trafficking and is acclaimed for Pilar Bardem’s award-winning performance.
  • B. Those Who Cannot Speak
    "Those Who Cannot Speak" is a segment or chapter within the Indian film *The War Within*, likely focusing on the struggles of marginalized or voiceless individuals affected by conflict.
  • C. They Come to Us without a Word
    "They Come to Us without a Word" is a multimedia installation and performance work by artist Joan Jonas that layers video, sound, drawing, and live action to explore memory, landscape, and the fragility of the natural world.
  • D. Won’t Talk About It
    "Won’t Talk About It" is a dance-oriented pop single by the British electronic music collective Beats International, led by Norman Cook (later known as Fatboy Slim).
  • E. They Will Say
    "They Will Say" is a poem by Carl Sandburg included in his influential 1916 collection *Chicago Poems*, reflecting his characteristic free verse style and focus on urban American life.
  • 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: Those We Don’t Speak Of
Triple: [Ivy Walker, fears, Those We Don’t Speak Of]
Generated description
Those We Don’t Speak Of are the mysterious, supposedly monstrous creatures that haunt the surrounding woods and enforce the isolation of the village in M. Night Shyamalan’s film "The Village."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Those We Don’t Speak Of
Target entity description: Those We Don’t Speak Of are the mysterious, supposedly monstrous creatures that haunt the surrounding woods and enforce the isolation of the village in M. Night Shyamalan’s film "The Village."
  • A. Nobody Will Speak of Us When We're Dead
    "Nobody Will Speak of Us When We're Dead" is a 1995 Spanish crime drama film, directed by Agustín Díaz Yanes, that follows a woman entangled in drug trafficking and is acclaimed for Pilar Bardem’s award-winning performance.
  • B. Those Who Cannot Speak
    "Those Who Cannot Speak" is a segment or chapter within the Indian film *The War Within*, likely focusing on the struggles of marginalized or voiceless individuals affected by conflict.
  • C. They Come to Us without a Word
    "They Come to Us without a Word" is a multimedia installation and performance work by artist Joan Jonas that layers video, sound, drawing, and live action to explore memory, landscape, and the fragility of the natural world.
  • D. Won’t Talk About It
    "Won’t Talk About It" is a dance-oriented pop single by the British electronic music collective Beats International, led by Norman Cook (later known as Fatboy Slim).
  • E. They Will Say
    "They Will Say" is a poem by Carl Sandburg included in his influential 1916 collection *Chicago Poems*, reflecting his characteristic free verse style and focus on urban American life.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44230fc688190a6a7edc12d9e9947 completed April 19, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7ffe00c819081536fb24eaa30d3 completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a898ceb48190ba3d40c898b17158 completed May 11, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a01a919bd288190aed27a1523afc470 completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:46 a.m.