Triple

T5116056
Position Surface form Disambiguated ID Type / Status
Subject AZ E115336 entity
Predicate album P1995 FINISHED
Object Undeniable
"Undeniable" is a studio album by Queensbridge rapper AZ that showcases his smooth lyricism and classic East Coast hip-hop style.
E494160 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: Undeniable | Statement: [AZ, album, Undeniable]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Undeniable
Context triple: [AZ, album, Undeniable]
  • A. Without a Doubt
    "Without a Doubt" is a section or chapter within Chinua Achebe's novel "Things Fall Apart," contributing to the book’s exploration of Igbo culture and the impact of colonialism.
  • B. Unbelievable
    "Unbelievable" is a standout track by The Notorious B.I.G. known for its gritty lyricism and DJ Premier's signature boom-bap production.
  • C. Indeed
    Indeed is a major global employment website that connects job seekers with employers through job listings, company reviews, and recruitment tools.
  • D. Irreplaceable
    "Irreplaceable" is a 2006 R&B ballad by Beyoncé that became one of her signature breakup anthems and a worldwide hit.
  • E. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • 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: Undeniable
Triple: [AZ, album, Undeniable]
Generated description
"Undeniable" is a studio album by Queensbridge rapper AZ that showcases his smooth lyricism and classic East Coast hip-hop style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Undeniable
Target entity description: "Undeniable" is a studio album by Queensbridge rapper AZ that showcases his smooth lyricism and classic East Coast hip-hop style.
  • A. Without a Doubt
    "Without a Doubt" is a section or chapter within Chinua Achebe's novel "Things Fall Apart," contributing to the book’s exploration of Igbo culture and the impact of colonialism.
  • B. Unbelievable
    "Unbelievable" is a standout track by The Notorious B.I.G. known for its gritty lyricism and DJ Premier's signature boom-bap production.
  • C. Indeed
    Indeed is a major global employment website that connects job seekers with employers through job listings, company reviews, and recruitment tools.
  • D. Irreplaceable
    "Irreplaceable" is a 2006 R&B ballad by Beyoncé that became one of her signature breakup anthems and a worldwide hit.
  • E. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • 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_69bd4441d1648190a54a533895041987 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75cfa9f88190aa7dfd264e554899 completed March 20, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bebaadfaac8190aa0407196e5c4c20 completed March 21, 2026, 3:35 p.m.
NEDg Description generation batch_69bebb1a4370819085bcbe73a0b8c68e completed March 21, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69bebcf63784819097be14bb7dcbf4d9 completed March 21, 2026, 3:44 p.m.
Created at: March 20, 2026, 1:41 p.m.