Triple

T19566001
Position Surface form Disambiguated ID Type / Status
Subject Luv Is Rage 2 E489583 entity
Predicate hasPart P35 FINISHED
Object How to Talk — NE NERFINISHED

How this triple was built (3 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: How to Talk | Statement: [Luv Is Rage 2, hasPart, How to Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How to Talk
Context triple: [Luv Is Rage 2, hasPart, How to Talk]
  • A. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • B. Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face
    "Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face" is a practical public-speaking guide by broadcaster Charles Osgood that offers advice on impromptu speaking, presentation skills, and effective communication.
  • C. How to Talk Dirty and Influence People
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • D. How to Talk to Girls at Parties
    "How to Talk to Girls at Parties" is a Neil Gaiman short story that blends awkward teenage romance with surreal, otherworldly encounters at a mysterious house party.
  • E. Speak as a Leader: Develop the Better Speaker in You
    "Speak as a Leader: Develop the Better Speaker in You" is a communication and leadership book by Herman Cain that offers practical guidance on improving public speaking and persuasive leadership skills.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How to Talk
Target entity description: "How to Talk" is a track by rapper Lil Uzi Vert from his studio album "Luv Is Rage 2," showcasing his melodic trap style and emotionally charged lyrics.
  • A. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • B. Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face
    "Osgood on Speaking: How to Think on Your Feet Without Falling on Your Face" is a practical public-speaking guide by broadcaster Charles Osgood that offers advice on impromptu speaking, presentation skills, and effective communication.
  • C. How to Talk Dirty and Influence People
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • D. How to Talk to Girls at Parties
    "How to Talk to Girls at Parties" is a Neil Gaiman short story that blends awkward teenage romance with surreal, otherworldly encounters at a mysterious house party.
  • E. Speak as a Leader: Develop the Better Speaker in You
    "Speak as a Leader: Develop the Better Speaker in You" is a communication and leadership book by Herman Cain that offers practical guidance on improving public speaking and persuasive leadership skills.
  • F. None of above. chosen

Provenance (2 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f777cf081909312b46ac09bce7c completed April 20, 2026, 3 p.m.
Created at: April 10, 2026, 1:42 p.m.