Triple

T4662089
Position Surface form Disambiguated ID Type / Status
Subject Ben Sasse E102555 entity
Predicate notableWork P4 FINISHED
Object Them: Why We Hate Each Other—and How to Heal
"Them: Why We Hate Each Other—and How to Heal" is a nonfiction book by U.S. Senator Ben Sasse that examines the causes of growing political and cultural polarization in America and proposes ways to rebuild community and civic friendship.
E458570 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: Them: Why We Hate Each Other—and How to Heal | Statement: [Ben Sasse, notableWork, Them: Why We Hate Each Other—and How to Heal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Them: Why We Hate Each Other—and How to Heal
Context triple: [Ben Sasse, notableWork, Them: Why We Hate Each Other—and How to Heal]
  • A. Stop the Fussing and Fighting
    "Stop the Fussing and Fighting" is a roots reggae track by the British band Culture, known for its socially conscious lyrics and classic late-1970s reggae sound.
  • B. Loving Your Enemies
    "Loving Your Enemies" is a seminal sermon by Martin Luther King Jr. that urges Christians to respond to hatred and injustice with transformative love and forgiveness.
  • C. Just Us: An American Conversation
    Just Us: An American Conversation is a hybrid work of essays, poetry, images, and conversations by Claudia Rankine that examines race, whiteness, and contemporary American life through intimate, often uncomfortable dialogues.
  • D. Our Differences
    "Our Differences" is a political and theoretical work by Russian Marxist thinker Georgi Plekhanov that analyzes ideological disagreements within the socialist movement.
  • E. To Heal a Fractured World
    To Heal a Fractured World is a philosophical and religious work by Rabbi Jonathan Sacks that explores the Jewish ethics of responsibility, compassion, and repairing a broken world.
  • 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: Them: Why We Hate Each Other—and How to Heal
Triple: [Ben Sasse, notableWork, Them: Why We Hate Each Other—and How to Heal]
Generated description
"Them: Why We Hate Each Other—and How to Heal" is a nonfiction book by U.S. Senator Ben Sasse that examines the causes of growing political and cultural polarization in America and proposes ways to rebuild community and civic friendship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Them: Why We Hate Each Other—and How to Heal
Target entity description: "Them: Why We Hate Each Other—and How to Heal" is a nonfiction book by U.S. Senator Ben Sasse that examines the causes of growing political and cultural polarization in America and proposes ways to rebuild community and civic friendship.
  • A. Stop the Fussing and Fighting
    "Stop the Fussing and Fighting" is a roots reggae track by the British band Culture, known for its socially conscious lyrics and classic late-1970s reggae sound.
  • B. Loving Your Enemies
    "Loving Your Enemies" is a seminal sermon by Martin Luther King Jr. that urges Christians to respond to hatred and injustice with transformative love and forgiveness.
  • C. Just Us: An American Conversation
    Just Us: An American Conversation is a hybrid work of essays, poetry, images, and conversations by Claudia Rankine that examines race, whiteness, and contemporary American life through intimate, often uncomfortable dialogues.
  • D. Our Differences
    "Our Differences" is a political and theoretical work by Russian Marxist thinker Georgi Plekhanov that analyzes ideological disagreements within the socialist movement.
  • E. To Heal a Fractured World
    To Heal a Fractured World is a philosophical and religious work by Rabbi Jonathan Sacks that explores the Jewish ethics of responsibility, compassion, and repairing a broken world.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632b7fb88190821f213620719d6b completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafcd3908190aabf7975017ce337 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.