Triple

T6501998
Position Surface form Disambiguated ID Type / Status
Subject Jonny Lang E148909 entity
Predicate studioAlbum P25507 FINISHED
Object Signs
Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
E603651 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: [Jonny Lang, studioAlbum, Signs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Signs
Context triple: [Jonny Lang, studioAlbum, 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. Signes
    Signes is a collection of philosophical essays by Maurice Merleau-Ponty that explores themes in phenomenology, language, perception, and politics.
  • E. 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.
  • 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: [Jonny Lang, studioAlbum, Signs]
Generated description
Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Signs
Target entity description: Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
  • 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. Signes
    Signes is a collection of philosophical essays by Maurice Merleau-Ponty that explores themes in phenomenology, language, perception, and politics.
  • E. 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.
  • 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_69c687e9ad288190bae5bcac9c8ac855 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c68ad440dc8190a074f049dbda2f55 completed March 27, 2026, 1:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5089ea48190b75638f86398da5a completed March 27, 2026, 7:05 p.m.
NEDg Description generation batch_69c6d6aba9688190ada4f921768e314e completed March 27, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c6d82d77388190a3022a2366a5aec7 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:42 p.m.