Triple

T12503457
Position Surface form Disambiguated ID Type / Status
Subject Philodemus E298886 entity
Predicate wrote P2831 FINISHED
Object On Signs
On Signs is an ancient philosophical treatise by the Epicurean thinker Philodemus that examines the theory and practice of inference and sign-based reasoning.
 E987375 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: On Signs | Statement: [Philodemus, wrote, On Signs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: On Signs
Context triple: [Philodemus, wrote, On 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. Signs
    Signs is a collection of philosophical essays by Maurice Merleau-Ponty that explores language, expression, and meaning within his phenomenological framework.
  • C. Signs
    Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
  • D. 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.
  • E. 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.
  • 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: On Signs
Triple: [Philodemus, wrote, On Signs]
Generated description
On Signs is an ancient philosophical treatise by the Epicurean thinker Philodemus that examines the theory and practice of inference and sign-based reasoning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: On Signs
Target entity description: On Signs is an ancient philosophical treatise by the Epicurean thinker Philodemus that examines the theory and practice of inference and sign-based reasoning.
  • 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. Signs
    Signs is a collection of philosophical essays by Maurice Merleau-Ponty that explores language, expression, and meaning within his phenomenological framework.
  • C. Signs
    Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
  • D. 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.
  • E. 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.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfcea188190a929db1aabe1a286 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb38e048190bbc96244b71953b6 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce0ca288190bbbcb5459f914c19 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64df6488481909dea8387e7000d15 completed May 2, 2026, 7:18 p.m.
Created at: April 8, 2026, 9:57 p.m.