Triple

T15960146
Position Surface form Disambiguated ID Type / Status
Subject Fred Friendly E387035 entity
Predicate notableWork P4 FINISHED
Object book "The Good Guys, the Bad Guys, and the First Amendment"
"The Good Guys, the Bad Guys, and the First Amendment" is a nonfiction book by broadcast journalist and media executive Fred Friendly that examines the role of television, journalism, and constitutional principles in shaping public understanding of free speech and press freedoms in the United States.
E1186249 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: book "The Good Guys, the Bad Guys, and the First Amendment" | Statement: [Fred Friendly, notableWork, book "The Good Guys, the Bad Guys, and the First Amendment"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: book "The Good Guys, the Bad Guys, and the First Amendment"
Context triple: [Fred Friendly, notableWork, book "The Good Guys, the Bad Guys, and the First Amendment"]
  • A. The Right of Free Speech
    The Right of Free Speech is a fundamental civil liberty that protects individuals’ ability to express opinions and ideas without undue government restriction or censorship.
  • B. In Our Defense: The Bill of Rights in Action
    In Our Defense: The Bill of Rights in Action is a nonfiction book that uses real-life court cases and stories to explain and illustrate the meaning and impact of the U.S. Bill of Rights.
  • C. The Right of Free Exchange
    The Right of Free Exchange is a principle in Herbert Spencer’s political philosophy asserting that individuals should be free to trade goods, services, and labor without coercive interference from the state.
  • D. book "Undue Process: A Story of How Political Differences Are Turned Into Crimes"
    "Undue Process: A Story of How Political Differences Are Turned Into Crimes" is a political memoir by Elliott Abrams in which he defends himself and critiques the criminalization of policy disputes arising from the Iran-Contra affair.
  • E. The Man Versus the State
    The Man Versus the State is a political philosophy book by Herbert Spencer that critiques government intervention and defends individual liberty and limited state power.
  • 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: book "The Good Guys, the Bad Guys, and the First Amendment"
Triple: [Fred Friendly, notableWork, book "The Good Guys, the Bad Guys, and the First Amendment"]
Generated description
"The Good Guys, the Bad Guys, and the First Amendment" is a nonfiction book by broadcast journalist and media executive Fred Friendly that examines the role of television, journalism, and constitutional principles in shaping public understanding of free speech and press freedoms in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: book "The Good Guys, the Bad Guys, and the First Amendment"
Target entity description: "The Good Guys, the Bad Guys, and the First Amendment" is a nonfiction book by broadcast journalist and media executive Fred Friendly that examines the role of television, journalism, and constitutional principles in shaping public understanding of free speech and press freedoms in the United States.
  • A. The Right of Free Speech
    The Right of Free Speech is a fundamental civil liberty that protects individuals’ ability to express opinions and ideas without undue government restriction or censorship.
  • B. In Our Defense: The Bill of Rights in Action
    In Our Defense: The Bill of Rights in Action is a nonfiction book that uses real-life court cases and stories to explain and illustrate the meaning and impact of the U.S. Bill of Rights.
  • C. The Right of Free Exchange
    The Right of Free Exchange is a principle in Herbert Spencer’s political philosophy asserting that individuals should be free to trade goods, services, and labor without coercive interference from the state.
  • D. book "Undue Process: A Story of How Political Differences Are Turned Into Crimes"
    "Undue Process: A Story of How Political Differences Are Turned Into Crimes" is a political memoir by Elliott Abrams in which he defends himself and critiques the criminalization of policy disputes arising from the Iran-Contra affair.
  • E. The Man Versus the State
    The Man Versus the State is a political philosophy book by Herbert Spencer that critiques government intervention and defends individual liberty and limited state power.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156fe82d081908b5d41bc5a709de2 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe806ef4819095a4dfe104d0bdc8 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfddd0348190baab794f613c71bf completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.