Triple

T5057736
Position Surface form Disambiguated ID Type / Status
Subject Ed Koch E113944 entity
Predicate notableWork P4 FINISHED
Object "Politics"
"Politics" is a book by former New York City mayor Ed Koch in which he reflects on his political career and offers commentary on American politics and public life.
 E489647 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: "Politics" | Statement: [Ed Koch, notableWork, "Politics"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Politics"
Context triple: [Ed Koch, notableWork, "Politics"]
  • A. Politikos
    Politikos is an ancient Greek philosophical dialogue, traditionally attributed to Plato, that explores the nature, qualities, and proper role of the true statesman and political rule.
  • B. Politics
    Politics is Aristotle’s foundational treatise on political philosophy, analyzing the nature of the state, citizenship, constitutions, and the pursuit of the good life in the polis.
  • C. The Place for Politics
    The Place for Politics is a promotional tagline used by the American cable news channel MSNBC to emphasize its focus on political news and analysis.
  • D. New Aspects of Politics
    New Aspects of Politics is a seminal 1925 work by political scientist Charles E. Merriam that helped pioneer the behavioral and empirical study of politics in the United States.
  • E. Politics Is for People
    Politics Is for People is a political book by British politician Shirley Williams that argues for more participatory, citizen-centered democratic engagement.
  • 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: "Politics"
Triple: [Ed Koch, notableWork, "Politics"]
Generated description
"Politics" is a book by former New York City mayor Ed Koch in which he reflects on his political career and offers commentary on American politics and public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Politics"
Target entity description: "Politics" is a book by former New York City mayor Ed Koch in which he reflects on his political career and offers commentary on American politics and public life.
  • A. Politikos
    Politikos is an ancient Greek philosophical dialogue, traditionally attributed to Plato, that explores the nature, qualities, and proper role of the true statesman and political rule.
  • B. Politics
    Politics is Aristotle’s foundational treatise on political philosophy, analyzing the nature of the state, citizenship, constitutions, and the pursuit of the good life in the polis.
  • C. The Place for Politics
    The Place for Politics is a promotional tagline used by the American cable news channel MSNBC to emphasize its focus on political news and analysis.
  • D. New Aspects of Politics
    New Aspects of Politics is a seminal 1925 work by political scientist Charles E. Merriam that helped pioneer the behavioral and empirical study of politics in the United States.
  • E. Politics Is for People
    Politics Is for People is a political book by British politician Shirley Williams that argues for more participatory, citizen-centered democratic engagement.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7450312881908d4e3576ca65f7fb completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea48fa2dc8190810eebc136d4859a completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea592a750819098ea030fc09c5553 completed March 21, 2026, 2:05 p.m.
NED2 Entity disambiguation (via description) batch_69bea5eaa59c8190b05e005d19ea8bc8 completed March 21, 2026, 2:06 p.m.
Created at: March 20, 2026, 1:38 p.m.