Triple

T1958182
Position Surface form Disambiguated ID Type / Status
Subject Touchstone Pictures E42316 entity
Predicate notableWork P4 FINISHED
Object Signs
Signs is a 2002 science-fiction thriller film directed by M. Night Shyamalan, centered on a former priest and his family confronting mysterious crop circles and an apparent alien invasion.
 E218752 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: Signs | Statement: [Touchstone Pictures, notableWork, Signs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Signs
Context triple: [Touchstone Pictures, notableWork, Signs]
  • A. Lord Give Me a Sign
    "Lord Give Me a Sign" is a Christian-themed hip hop song by American rapper DMX that reflects his struggles, faith, and plea for divine guidance.
  • B. Signals and Songs
    "Signals and Songs" is an episode of the nature documentary series *The Life of Birds* that explores how birds communicate through calls, songs, and other signaling behaviors.
  • C. Sparks
    Sparks is a city in northern Nevada known for its proximity to Reno and its role as a regional hub for industry, transportation, and outdoor recreation.
  • D. Ghosts
    "Ghosts" is a song featured on the album "Carry On," known for its evocative themes and atmospheric sound.
  • E. Voices
    Voices is a sculptural artwork by Spanish artist Jaume Plensa, known for his large-scale, contemplative installations that explore the human figure, language, and spirituality.
  • 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: Signs
Triple: [Touchstone Pictures, notableWork, Signs]
Generated description
Signs is a 2002 science-fiction thriller film directed by M. Night Shyamalan, centered on a former priest and his family confronting mysterious crop circles and an apparent alien invasion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Signs
Target entity description: Signs is a 2002 science-fiction thriller film directed by M. Night Shyamalan, centered on a former priest and his family confronting mysterious crop circles and an apparent alien invasion.
  • A. Lord Give Me a Sign
    "Lord Give Me a Sign" is a Christian-themed hip hop song by American rapper DMX that reflects his struggles, faith, and plea for divine guidance.
  • B. Signals and Songs
    "Signals and Songs" is an episode of the nature documentary series *The Life of Birds* that explores how birds communicate through calls, songs, and other signaling behaviors.
  • C. Sparks
    Sparks is a city in northern Nevada known for its proximity to Reno and its role as a regional hub for industry, transportation, and outdoor recreation.
  • D. Ghosts
    "Ghosts" is a song featured on the album "Carry On," known for its evocative themes and atmospheric sound.
  • E. Voices
    Voices is a sculptural artwork by Spanish artist Jaume Plensa, known for his large-scale, contemplative installations that explore the human figure, language, and spirituality.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37e21cc8190b6e13b86bc93d594 completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbcc9ba48190985f48dbef1f2d94 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6d7fb08190959ee247d0060f4c completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd2f68f48190ad23db5ca6ae663a completed March 8, 2026, 10:50 p.m.
Created at: March 4, 2026, 7:36 p.m.