Triple

T7675439
Position Surface form Disambiguated ID Type / Status
Subject Ashkenazi surnames E173849 entity
Predicate regulatedBy P86 FINISHED
Object Austrian Empire surname laws
Austrian Empire surname laws were 18th–19th century legal regulations that standardized and imposed hereditary family names—particularly on Jewish populations such as Ashkenazi communities—across the Habsburg realms.
 E681539 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: Austrian Empire surname laws | Statement: [Ashkenazi surnames, regulatedBy, Austrian Empire surname laws]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austrian Empire surname laws
Context triple: [Ashkenazi surnames, regulatedBy, Austrian Empire surname laws]
  • A. Habsburg law
    Habsburg law refers to the body of legal codes and institutions developed under the Habsburg Monarchy, characterized by centralized imperial authority, codified civil and criminal statutes, and a strong bureaucratic-administrative framework.
  • B. Austrian nobility
    Austrian nobility comprised the hereditary aristocratic class of the Habsburg-ruled Austrian lands, holding significant political, military, and social influence within the Austro-Hungarian Empire and its predecessors.
  • C. Soyadı Kanunu
    Soyadı Kanunu is the 1934 Turkish law that required all citizens to adopt hereditary family surnames as part of Atatürk’s modernization reforms.
  • D. Turkish Surname Law
    The Turkish Surname Law was a 1934 reform that required all citizens of Turkey to adopt hereditary, Turkish-language surnames as part of Atatürk’s nation-building and modernization efforts.
  • E. Abolition of serfdom in the Habsburg lands
    The Abolition of serfdom in the Habsburg lands was a major late-18th-century reform that ended peasants’ feudal bondage and expanded their personal and economic freedoms under Emperor Joseph II.
  • 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: Austrian Empire surname laws
Triple: [Ashkenazi surnames, regulatedBy, Austrian Empire surname laws]
Generated description
Austrian Empire surname laws were 18th–19th century legal regulations that standardized and imposed hereditary family names—particularly on Jewish populations such as Ashkenazi communities—across the Habsburg realms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Austrian Empire surname laws
Target entity description: Austrian Empire surname laws were 18th–19th century legal regulations that standardized and imposed hereditary family names—particularly on Jewish populations such as Ashkenazi communities—across the Habsburg realms.
  • A. Habsburg law
    Habsburg law refers to the body of legal codes and institutions developed under the Habsburg Monarchy, characterized by centralized imperial authority, codified civil and criminal statutes, and a strong bureaucratic-administrative framework.
  • B. Austrian nobility
    Austrian nobility comprised the hereditary aristocratic class of the Habsburg-ruled Austrian lands, holding significant political, military, and social influence within the Austro-Hungarian Empire and its predecessors.
  • C. Soyadı Kanunu
    Soyadı Kanunu is the 1934 Turkish law that required all citizens to adopt hereditary family surnames as part of Atatürk’s modernization reforms.
  • D. Turkish Surname Law
    The Turkish Surname Law was a 1934 reform that required all citizens of Turkey to adopt hereditary, Turkish-language surnames as part of Atatürk’s nation-building and modernization efforts.
  • E. Abolition of serfdom in the Habsburg lands
    The Abolition of serfdom in the Habsburg lands was a major late-18th-century reform that ended peasants’ feudal bondage and expanded their personal and economic freedoms under Emperor Joseph II.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701e333f08190a9ee87080c6d0118 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a23ba62881908fcdcf2ffcf6d41d completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a49262ec81908f3b45031994d128 completed March 29, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c8a50df2a88190b5f7db0afea96fc3 completed March 29, 2026, 4:05 a.m.
Created at: March 27, 2026, 4:01 p.m.