Triple

T8954618
Position Surface form Disambiguated ID Type / Status
Subject New Economic Mechanism in Hungary E213440 entity
Predicate alsoKnownAs P39 FINISHED
Object NEM
NEM refers to Hungary’s New Economic Mechanism, a major 1968 reform program that introduced market-oriented elements into the country’s socialist planned economy.
 E768089 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: NEM | Statement: [New Economic Mechanism in Hungary, alsoKnownAs, NEM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NEM
Context triple: [New Economic Mechanism in Hungary, alsoKnownAs, NEM]
  • A. Ripple
    Ripple is a small village in the Dover District of Kent, England, known for its rural character and historic parish church.
  • B. Ripple
    "Ripple" is a beloved folk-influenced ballad by the Grateful Dead, known for its gentle melody, spiritual lyrics, and enduring sing-along chorus.
  • C. NMTI
    NMTI is a prestigious United States presidential award that honors individuals, teams, and companies for outstanding contributions to technological innovation and advancement.
  • D. NMTI
    NMTI is an acronym whose specific meaning depends on context, commonly referring to various technical or institutional names.
  • E. NSE
    NSE is the IATA airport code for Naval Air Station Whiting Field, a U.S. Navy air training facility in Florida.
  • 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: NEM
Triple: [New Economic Mechanism in Hungary, alsoKnownAs, NEM]
Generated description
NEM refers to Hungary’s New Economic Mechanism, a major 1968 reform program that introduced market-oriented elements into the country’s socialist planned economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NEM
Target entity description: NEM refers to Hungary’s New Economic Mechanism, a major 1968 reform program that introduced market-oriented elements into the country’s socialist planned economy.
  • A. Ripple
    Ripple is a small village in the Dover District of Kent, England, known for its rural character and historic parish church.
  • B. Ripple
    "Ripple" is a beloved folk-influenced ballad by the Grateful Dead, known for its gentle melody, spiritual lyrics, and enduring sing-along chorus.
  • C. NMTI
    NMTI is a prestigious United States presidential award that honors individuals, teams, and companies for outstanding contributions to technological innovation and advancement.
  • D. NMTI
    NMTI is an acronym whose specific meaning depends on context, commonly referring to various technical or institutional names.
  • E. NSE
    NSE is the IATA airport code for Naval Air Station Whiting Field, a U.S. Navy air training facility in Florida.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6724f3e4819092c6b13d80871e80 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc21405ac8190a7129c0877ef41b0 completed April 3, 2026, 1:35 p.m.
NEDg Description generation batch_69cfc31798ec81908c200dd17be5e785 completed April 3, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfc44441208190a6b588c0609511fb completed April 3, 2026, 1:44 p.m.
Created at: March 30, 2026, 7 p.m.