Triple

T11172955
Position Surface form Disambiguated ID Type / Status
Subject LaTavia Roberson E264329 entity
Predicate hasWrittenWork P4 FINISHED
Object I Am LaTavia (memoir; announced)
"I Am LaTavia" is the announced memoir of LaTavia Roberson, former member of Destiny’s Child, in which she shares her personal story and experiences in the music industry.
 E908996 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: I Am LaTavia (memoir; announced) | Statement: [LaTavia Roberson, hasWrittenWork, I Am LaTavia (memoir; announced)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Am LaTavia (memoir; announced)
Context triple: [LaTavia Roberson, hasWrittenWork, I Am LaTavia (memoir; announced)]
  • A. I, Tina (autobiography)
    "I, Tina" is the candid autobiography of legendary singer Tina Turner, chronicling her rise to fame, turbulent marriage to Ike Turner, and ultimate journey to independence and empowerment.
  • B. “So It Was” (memoirs)
    “So It Was” is the memoir of Soviet Armenian Marshal Ivan Bagramyan, recounting his military career and experiences, particularly during World War II.
  • C. What I Am
    "What I Am" is a 1988 hit alternative rock song by Edie Brickell & New Bohemians, known for its philosophical lyrics and distinctive, laid-back groove.
  • D. Life Is Not a Fairy Tale (autobiography)
    Life Is Not a Fairy Tale is the autobiography of American singer Fantasia Barrino, chronicling her rise from poverty and personal struggles to fame as an American Idol winner.
  • E. memoir "Straight from the Heart"
    "Straight from the Heart" is the political memoir of former Canadian prime minister Jean Chrétien, recounting his early life, rise in politics, and key experiences in public office.
  • 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: I Am LaTavia (memoir; announced)
Triple: [LaTavia Roberson, hasWrittenWork, I Am LaTavia (memoir; announced)]
Generated description
"I Am LaTavia" is the announced memoir of LaTavia Roberson, former member of Destiny’s Child, in which she shares her personal story and experiences in the music industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Am LaTavia (memoir; announced)
Target entity description: "I Am LaTavia" is the announced memoir of LaTavia Roberson, former member of Destiny’s Child, in which she shares her personal story and experiences in the music industry.
  • A. I, Tina (autobiography)
    "I, Tina" is the candid autobiography of legendary singer Tina Turner, chronicling her rise to fame, turbulent marriage to Ike Turner, and ultimate journey to independence and empowerment.
  • B. “So It Was” (memoirs)
    “So It Was” is the memoir of Soviet Armenian Marshal Ivan Bagramyan, recounting his military career and experiences, particularly during World War II.
  • C. What I Am
    "What I Am" is a 1988 hit alternative rock song by Edie Brickell & New Bohemians, known for its philosophical lyrics and distinctive, laid-back groove.
  • D. Life Is Not a Fairy Tale (autobiography)
    Life Is Not a Fairy Tale is the autobiography of American singer Fantasia Barrino, chronicling her rise from poverty and personal struggles to fame as an American Idol winner.
  • E. memoir "Straight from the Heart"
    "Straight from the Heart" is the political memoir of former Canadian prime minister Jean Chrétien, recounting his early life, rise in politics, and key experiences in public office.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e89660208190b1d9e91529f5d246 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e463c03a948190b0f40f657180c9bf completed April 19, 2026, 5:10 a.m.
NEDg Description generation batch_69e46c37efec81908aa709587c37569d completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e47292cdd08190b05c4c8b09f4f918 completed April 19, 2026, 6:13 a.m.
Created at: April 8, 2026, 9:29 p.m.