Triple

T496395
Position Surface form Disambiguated ID Type / Status
Subject Mustafa Kemal Atatürk E10302 entity
Predicate implementedPolicy P172 FINISHED
Object Hat Law of 1925
The Hat Law of 1925 was a key Turkish reform decree that mandated Western-style hats in place of the traditional fez as part of Mustafa Kemal Atatürk’s broader modernization and secularization efforts.
E61774 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: Hat Law of 1925 | Statement: [Mustafa Kemal Atatürk, implementedPolicy, Hat Law of 1925]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hat Law of 1925
Context triple: [Mustafa Kemal Atatürk, implementedPolicy, Hat Law of 1925]
  • A. Peace Preservation Law of 1925
    The Peace Preservation Law of 1925 was a Japanese statute that criminalized socialist, communist, and other anti-imperial ideologies in order to protect the emperor-centered state and suppress political dissent.
  • B. Butler Act
    The Butler Act was a Tennessee state law enacted in 1925 that prohibited the teaching of human evolution in public schools, becoming infamous as the focus of the Scopes "Monkey" Trial.
  • C. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • D. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • E. General Election Law of 1925
    The General Election Law of 1925 was a landmark Japanese statute that introduced universal male suffrage and significantly expanded democratic participation in the late Taishō period.
  • 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: Hat Law of 1925
Triple: [Mustafa Kemal Atatürk, implementedPolicy, Hat Law of 1925]
Generated description
The Hat Law of 1925 was a key Turkish reform decree that mandated Western-style hats in place of the traditional fez as part of Mustafa Kemal Atatürk’s broader modernization and secularization efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hat Law of 1925
Target entity description: The Hat Law of 1925 was a key Turkish reform decree that mandated Western-style hats in place of the traditional fez as part of Mustafa Kemal Atatürk’s broader modernization and secularization efforts.
  • A. Peace Preservation Law of 1925
    The Peace Preservation Law of 1925 was a Japanese statute that criminalized socialist, communist, and other anti-imperial ideologies in order to protect the emperor-centered state and suppress political dissent.
  • B. Butler Act
    The Butler Act was a Tennessee state law enacted in 1925 that prohibited the teaching of human evolution in public schools, becoming infamous as the focus of the Scopes "Monkey" Trial.
  • C. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • D. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • E. General Election Law of 1925
    The General Election Law of 1925 was a landmark Japanese statute that introduced universal male suffrage and significantly expanded democratic participation in the late Taishō period.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f115334881908ac5ab96c7f4214e completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a47d2f3a148190b1d81f0836063171 completed March 1, 2026, 5:53 p.m.
NEDg Description generation batch_69a47eb3d90c81908e633300c0c8011b completed March 1, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69a47f71e9408190b82f277bb74c2a13 completed March 1, 2026, 6:03 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.