Triple

T9332293

Position	Surface form	Disambiguated ID	Type / Status
Subject	Reflections: Life After the White House	`E224551`	entity
Predicate	follows	`P134`	FINISHED
Object	Barbara Bush: A Memoir "Barbara Bush: A Memoir" is the autobiographical account of former First Lady Barbara Bush, chronicling her life, family, and experiences in public service up through her years in the White House.	`E791480`	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: Barbara Bush: A Memoir | Statement: [Reflections: Life After the White House, follows, Barbara Bush: A Memoir]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Barbara Bush: A Memoir
Context triple: [Reflections: Life After the White House, follows, Barbara Bush: A Memoir]

A. Upstairs at the White House: My Life with the First Ladies
Upstairs at the White House: My Life with the First Ladies is a memoir by former White House chief usher J. B. West, offering an insider’s account of the private lives and personalities of several mid-20th-century U.S. First Ladies.
B. My Father, My President: A Personal Account of the Life of George H. W. Bush
*My Father, My President: A Personal Account of the Life of George H. W. Bush* is a biographical memoir in which Dorothy Bush Koch offers an intimate, first-hand portrait of her father, the 41st president of the United States.
C. Reflections: Life After the White House
Reflections: Life After the White House is a memoir by former U.S. First Lady Barbara Bush, in which she shares personal stories and insights from her post-White House years.
D. Living History (memoir by Hillary Rodham Clinton)
Living History is Hillary Rodham Clinton’s 2003 memoir recounting her early life, legal and political career, years as First Lady, and personal reflections on family and public service.
E. Barbara Bushman
Barbara Bushman was the wife of American actor Harry Morgan and a member of the prominent Bushman acting family.
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: Barbara Bush: A Memoir
Triple: [Reflections: Life After the White House, follows, Barbara Bush: A Memoir]

Generated description

"Barbara Bush: A Memoir" is the autobiographical account of former First Lady Barbara Bush, chronicling her life, family, and experiences in public service up through her years in the White House.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Barbara Bush: A Memoir
Target entity description: "Barbara Bush: A Memoir" is the autobiographical account of former First Lady Barbara Bush, chronicling her life, family, and experiences in public service up through her years in the White House.

A. Upstairs at the White House: My Life with the First Ladies
Upstairs at the White House: My Life with the First Ladies is a memoir by former White House chief usher J. B. West, offering an insider’s account of the private lives and personalities of several mid-20th-century U.S. First Ladies.
B. My Father, My President: A Personal Account of the Life of George H. W. Bush
*My Father, My President: A Personal Account of the Life of George H. W. Bush* is a biographical memoir in which Dorothy Bush Koch offers an intimate, first-hand portrait of her father, the 41st president of the United States.
C. Reflections: Life After the White House
Reflections: Life After the White House is a memoir by former U.S. First Lady Barbara Bush, in which she shares personal stories and insights from her post-White House years.
D. Living History (memoir by Hillary Rodham Clinton)
Living History is Hillary Rodham Clinton’s 2003 memoir recounting her early life, legal and political career, years as First Lady, and personal reflections on family and public service.
E. Barbara Bushman
Barbara Bushman was the wife of American actor Harry Morgan and a member of the prominent Bushman acting family.
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_69ca8427a0c08190b749831d5ea98f02`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd37afceb88190ad7ffbc7b47a1caa`	completed	April 1, 2026, 3:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0c806374c819096db10aaa94a6457`	completed	April 4, 2026, 8:12 a.m.
NEDg	Description generation	`batch_69d0c8a7190c819097e71c15f7924268`	completed	April 4, 2026, 8:15 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0c9e7e7d08190bddc6786f0fcea9e`	completed	April 4, 2026, 8:20 a.m.

Created at: March 30, 2026, 7:39 p.m.