Triple

T508277
Position Surface form Disambiguated ID Type / Status
Subject Deval Patrick E10548 entity
Predicate notableWork P4 FINISHED
Object A Reason to Believe: Lessons from an Improbable Life
"A Reason to Believe: Lessons from an Improbable Life" is a memoir by former Massachusetts governor Deval Patrick, recounting his journey from a challenging childhood on Chicago’s South Side to political leadership and public service.
E63365 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: A Reason to Believe: Lessons from an Improbable Life | Statement: [Deval Patrick, notableWork, A Reason to Believe: Lessons from an Improbable Life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Reason to Believe: Lessons from an Improbable Life
Context triple: [Deval Patrick, notableWork, A Reason to Believe: Lessons from an Improbable Life]
  • A. Reason for Hope: A Spiritual Journey
    Reason for Hope: A Spiritual Journey is a reflective memoir by primatologist Jane Goodall that intertwines her life story, scientific work, and enduring spiritual optimism about humanity and the natural world.
  • B. The Case for God
    The Case for God is a 2009 book by religious historian Karen Armstrong that explores the history of religious thought and argues for a more nuanced, experiential understanding of God beyond rigid dogma and atheistic critiques.
  • C. What I Believe
    "What I Believe" is a non-fiction work by Leo Tolstoy in which he sets out his radical Christian anarchist philosophy, emphasizing nonviolence, love, and rejection of state and church authority.
  • D. The Language of God
    The Language of God is a book by geneticist Francis Collins in which he argues that modern science, particularly genetics, is compatible with Christian faith and belief in a divine creator.
  • E. Mountains Beyond Mountains
    Mountains Beyond Mountains is a nonfiction book by Tracy Kidder that chronicles the life and global health work of physician-anthropologist Paul Farmer.
  • 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: A Reason to Believe: Lessons from an Improbable Life
Triple: [Deval Patrick, notableWork, A Reason to Believe: Lessons from an Improbable Life]
Generated description
"A Reason to Believe: Lessons from an Improbable Life" is a memoir by former Massachusetts governor Deval Patrick, recounting his journey from a challenging childhood on Chicago’s South Side to political leadership and public service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Reason to Believe: Lessons from an Improbable Life
Target entity description: "A Reason to Believe: Lessons from an Improbable Life" is a memoir by former Massachusetts governor Deval Patrick, recounting his journey from a challenging childhood on Chicago’s South Side to political leadership and public service.
  • A. Reason for Hope: A Spiritual Journey
    Reason for Hope: A Spiritual Journey is a reflective memoir by primatologist Jane Goodall that intertwines her life story, scientific work, and enduring spiritual optimism about humanity and the natural world.
  • B. The Case for God
    The Case for God is a 2009 book by religious historian Karen Armstrong that explores the history of religious thought and argues for a more nuanced, experiential understanding of God beyond rigid dogma and atheistic critiques.
  • C. What I Believe
    "What I Believe" is a non-fiction work by Leo Tolstoy in which he sets out his radical Christian anarchist philosophy, emphasizing nonviolence, love, and rejection of state and church authority.
  • D. The Language of God
    The Language of God is a book by geneticist Francis Collins in which he argues that modern science, particularly genetics, is compatible with Christian faith and belief in a divine creator.
  • E. Mountains Beyond Mountains
    Mountains Beyond Mountains is a nonfiction book by Tracy Kidder that chronicles the life and global health work of physician-anthropologist Paul Farmer.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f162f3888190b057ad04e40a30e2 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a498506418819090190a35e8763982 completed March 1, 2026, 7:49 p.m.
NEDg Description generation batch_69a499da231c8190abd973d9ac3969ff completed March 1, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69a49b0045b481908f5e863d61b7e17e completed March 1, 2026, 8:01 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.