Triple

T19105120
Position Surface form Disambiguated ID Type / Status
Subject Judith Heumann E467631 entity
Predicate subjectOf P38 FINISHED
Object memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"
"Being Heumann: An Unrepentant Memoir of a Disability Rights Activist" is the autobiography of pioneering disability rights leader Judith Heumann, chronicling her life and her central role in the fight for disability justice and landmark civil rights legislation.
E1358438 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: memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist" | Statement: [Judith Heumann, subjectOf, memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"
Context triple: [Judith Heumann, subjectOf, memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"]
  • A. Out of My Mind (memoir)
    Out of My Mind is a memoir by Kristin Nelson in which she reflects on her life, relationships, and experiences within the famous Nelson and Presley families and the broader entertainment world.
  • B. Who I Am (autobiography)
    "Who I Am" is the candid, introspective autobiography of Pete Townshend, guitarist and principal songwriter of the rock band The Who, detailing his life, career, and creative struggles.
  • C. The Untouchables (memoir, co-authored)
    The Untouchables is a co-authored memoir recounting Prohibition-era lawman Eliot Ness’s real-life campaign against Al Capone and organized crime in Chicago.
  • D. The Story of My Life (Helen Keller autobiography)
    "The Story of My Life" is Helen Keller’s classic 1903 autobiography recounting her early childhood illness, subsequent deafblindness, and her transformative education and relationship with teacher Anne Sullivan.
  • E. Life Is What You Make It (memoir)
    Life Is What You Make It is a memoir by musician Peter Buffett that reflects on his personal journey, values, and perspectives on success and purpose.
  • 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: memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"
Triple: [Judith Heumann, subjectOf, memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"]
Generated description
"Being Heumann: An Unrepentant Memoir of a Disability Rights Activist" is the autobiography of pioneering disability rights leader Judith Heumann, chronicling her life and her central role in the fight for disability justice and landmark civil rights legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: memoir "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist"
Target entity description: "Being Heumann: An Unrepentant Memoir of a Disability Rights Activist" is the autobiography of pioneering disability rights leader Judith Heumann, chronicling her life and her central role in the fight for disability justice and landmark civil rights legislation.
  • A. Out of My Mind (memoir)
    Out of My Mind is a memoir by Kristin Nelson in which she reflects on her life, relationships, and experiences within the famous Nelson and Presley families and the broader entertainment world.
  • B. Who I Am (autobiography)
    "Who I Am" is the candid, introspective autobiography of Pete Townshend, guitarist and principal songwriter of the rock band The Who, detailing his life, career, and creative struggles.
  • C. The Untouchables (memoir, co-authored)
    The Untouchables is a co-authored memoir recounting Prohibition-era lawman Eliot Ness’s real-life campaign against Al Capone and organized crime in Chicago.
  • D. The Story of My Life (Helen Keller autobiography)
    "The Story of My Life" is Helen Keller’s classic 1903 autobiography recounting her early childhood illness, subsequent deafblindness, and her transformative education and relationship with teacher Anne Sullivan.
  • E. Life Is What You Make It (memoir)
    Life Is What You Make It is a memoir by musician Peter Buffett that reflects on his personal journey, values, and perspectives on success and purpose.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3704c688190b84ef82da45d0862 completed April 20, 2026, 8:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dda026d48190a4d35291d49f497e completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcf14788190a75298641ba20e0e completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e10ae8188190a9dce95fa838ff7f completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.