Triple

T11357743
Position Surface form Disambiguated ID Type / Status
Subject Kathleen Buhle E269004 entity
Predicate notableWork P4 FINISHED
Object If We Break: A Memoir of Marriage, Addiction, and Healing
"If We Break: A Memoir of Marriage, Addiction, and Healing" is a candid memoir by Kathleen Buhle recounting her marriage to Hunter Biden, her experiences with his addiction, and her journey toward personal recovery and independence.
E920933 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: If We Break: A Memoir of Marriage, Addiction, and Healing | Statement: [Kathleen Buhle, notableWork, If We Break: A Memoir of Marriage, Addiction, and Healing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: If We Break: A Memoir of Marriage, Addiction, and Healing
Context triple: [Kathleen Buhle, notableWork, If We Break: A Memoir of Marriage, Addiction, and Healing]
  • A. Symptoms of Withdrawal: A Memoir of Snapshots and Redemption
    "Symptoms of Withdrawal: A Memoir of Snapshots and Redemption" is Christopher Kennedy Lawford’s autobiographical account of his struggles with addiction, his journey to recovery, and his life within the Kennedy family.
  • B. Breaking Back: How I Lost Everything and Won Back My Life
    "Breaking Back: How I Lost Everything and Won Back My Life" is a memoir by professional tennis player James Blake recounting his career, personal hardships, and eventual comeback on and off the court.
  • C. Moments of Clarity: Voices from the Front Lines of Addiction and Recovery
    Moments of Clarity: Voices from the Front Lines of Addiction and Recovery is a nonfiction book by Christopher Kennedy Lawford that presents personal testimonies of individuals confronting addiction and finding paths to recovery.
  • D. Twist in My Sobriety
    "Twist in My Sobriety" is a melancholic 1988 art-pop song by British singer-songwriter Tanita Tikaram, known for its haunting vocals, oboe-led arrangement, and introspective lyrics.
  • E. Confessions of a Broken Man
    Confessions of a Broken Man is a classic country music album by Porter Wagoner that showcases his signature blend of heartache-themed storytelling and traditional Nashville sound.
  • 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: If We Break: A Memoir of Marriage, Addiction, and Healing
Triple: [Kathleen Buhle, notableWork, If We Break: A Memoir of Marriage, Addiction, and Healing]
Generated description
"If We Break: A Memoir of Marriage, Addiction, and Healing" is a candid memoir by Kathleen Buhle recounting her marriage to Hunter Biden, her experiences with his addiction, and her journey toward personal recovery and independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: If We Break: A Memoir of Marriage, Addiction, and Healing
Target entity description: "If We Break: A Memoir of Marriage, Addiction, and Healing" is a candid memoir by Kathleen Buhle recounting her marriage to Hunter Biden, her experiences with his addiction, and her journey toward personal recovery and independence.
  • A. Symptoms of Withdrawal: A Memoir of Snapshots and Redemption
    "Symptoms of Withdrawal: A Memoir of Snapshots and Redemption" is Christopher Kennedy Lawford’s autobiographical account of his struggles with addiction, his journey to recovery, and his life within the Kennedy family.
  • B. Breaking Back: How I Lost Everything and Won Back My Life
    "Breaking Back: How I Lost Everything and Won Back My Life" is a memoir by professional tennis player James Blake recounting his career, personal hardships, and eventual comeback on and off the court.
  • C. Moments of Clarity: Voices from the Front Lines of Addiction and Recovery
    Moments of Clarity: Voices from the Front Lines of Addiction and Recovery is a nonfiction book by Christopher Kennedy Lawford that presents personal testimonies of individuals confronting addiction and finding paths to recovery.
  • D. Twist in My Sobriety
    "Twist in My Sobriety" is a melancholic 1988 art-pop song by British singer-songwriter Tanita Tikaram, known for its haunting vocals, oboe-led arrangement, and introspective lyrics.
  • E. Confessions of a Broken Man
    Confessions of a Broken Man is a classic country music album by Porter Wagoner that showcases his signature blend of heartache-themed storytelling and traditional Nashville sound.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea419afc8190b3a93141d015ebdf completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e543b3cbd88190bb479ac88f8ca710 completed April 19, 2026, 9:05 p.m.
NEDg Description generation batch_69e548bc97b08190a87371a1e1e6f9c5 completed April 19, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69e54efda820819092d6a94fa4fd21f0 completed April 19, 2026, 9:54 p.m.
Created at: April 8, 2026, 9:33 p.m.