Triple

T13793198
Position Surface form Disambiguated ID Type / Status
Subject Truth Hurts E331449 entity
Predicate debutAlbum P3278 FINISHED
Object Truthfully Speaking
Truthfully Speaking is the debut studio album by American R&B singer Truth Hurts, known for its blend of contemporary R&B and hip hop influences.
E1061065 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: Truthfully Speaking | Statement: [Truth Hurts, debutAlbum, Truthfully Speaking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Truthfully Speaking
Context triple: [Truth Hurts, debutAlbum, Truthfully Speaking]
  • A. Telling the Truth
    "Telling the Truth" is an R&B song by Mary J. Blige from her 1997 album *Share My World* (originally titled *Strength of a Woman* in some regions).
  • B. Telling the Truth
    "Telling the Truth" is a book by Lynne Cheney that examines the importance of historical accuracy and integrity in American education and public discourse.
  • C. Truthfully
    "Truthfully" is a song featured on Justin Bieber's debut studio album "My World 2.0."
  • D. Whole Truth
    Whole Truth is a Christian gospel music group known for its spiritually focused songs and worship-centered recordings.
  • E. Truth Be Told
    "Truth Be Told" is the pilot episode of the television series Alias, introducing CIA double agent Sydney Bristow and the show's central espionage premise.
  • 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: Truthfully Speaking
Triple: [Truth Hurts, debutAlbum, Truthfully Speaking]
Generated description
Truthfully Speaking is the debut studio album by American R&B singer Truth Hurts, known for its blend of contemporary R&B and hip hop influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Truthfully Speaking
Target entity description: Truthfully Speaking is the debut studio album by American R&B singer Truth Hurts, known for its blend of contemporary R&B and hip hop influences.
  • A. Telling the Truth
    "Telling the Truth" is an R&B song by Mary J. Blige from her 1997 album *Share My World* (originally titled *Strength of a Woman* in some regions).
  • B. Telling the Truth
    "Telling the Truth" is a book by Lynne Cheney that examines the importance of historical accuracy and integrity in American education and public discourse.
  • C. Truthfully
    "Truthfully" is a song featured on Justin Bieber's debut studio album "My World 2.0."
  • D. Whole Truth
    Whole Truth is a Christian gospel music group known for its spiritually focused songs and worship-centered recordings.
  • E. Truth Be Told
    "Truth Be Told" is the pilot episode of the television series Alias, introducing CIA double agent Sydney Bristow and the show's central espionage premise.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b210ce24819091dc387f128f99e8 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.