Triple

T7003565
Position Surface form Disambiguated ID Type / Status
Subject Cherry Jones E162394 entity
Predicate notableWork P4 FINISHED
Object Signs
Signs is a 2002 science fiction thriller film directed by M. Night Shyamalan that follows 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: [Cherry Jones, notableWork, Signs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Signs
Context triple: [Cherry Jones, notableWork, Signs]
  • A. 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.
  • B. Signs
    "Signs" is a 2005 hip hop single by Snoop Dogg featuring Justin Timberlake and Charlie Wilson, known for its smooth, funk-influenced production and crossover pop appeal.
  • C. Signs
    Signs is a collection of philosophical essays by Maurice Merleau-Ponty that explores language, expression, and meaning within his phenomenological framework.
  • D. Signs
    Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
  • E. Signes
    Signes is a collection of philosophical essays by Maurice Merleau-Ponty that explores themes in phenomenology, language, perception, and politics.
  • 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: [Cherry Jones, notableWork, Signs]
Generated description
Signs is a 2002 science fiction thriller film directed by M. Night Shyamalan that follows 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 that follows a former priest and his family confronting mysterious crop circles and an apparent alien invasion.
  • A. Signs chosen
    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.
  • B. Signs
    "Signs" is a 2005 hip hop single by Snoop Dogg featuring Justin Timberlake and Charlie Wilson, known for its smooth, funk-influenced production and crossover pop appeal.
  • C. Signs
    Signs is a collection of philosophical essays by Maurice Merleau-Ponty that explores language, expression, and meaning within his phenomenological framework.
  • D. Signs
    Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
  • E. Signes
    Signes is a collection of philosophical essays by Maurice Merleau-Ponty that explores themes in phenomenology, language, perception, and politics.
  • 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc12af788190b3d06ffc46568410 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a368d0881908e15e473bcd6f572 completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76beb3de48190bcb07a7bb4282d69 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.