Triple

T5642218
Position Surface form Disambiguated ID Type / Status
Subject Inapproximability results for SAT and other problems E124291 entity
Predicate relatedConcept P37 FINISHED
Object Max-E3-LIN-2
Max-E3-LIN-2 is a canonical constraint satisfaction optimization problem over linear equations modulo 2 with three variables per equation, widely used as a central example in hardness of approximation theory.
E537215 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: Max-E3-LIN-2 | Statement: [Inapproximability results for SAT and other problems, relatedConcept, Max-E3-LIN-2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max-E3-LIN-2
Context triple: [Inapproximability results for SAT and other problems, relatedConcept, Max-E3-LIN-2]
  • A. Optimates
    The Optimates were a conservative political faction in the late Roman Republic that championed senatorial authority and traditional aristocratic privileges against popular reformers like Julius Caesar.
  • B. Lasserre
    Lasserre is a small rural commune in southwestern France known for being the later-life home of the influential mathematician Alexander Grothendieck.
  • C. E line
    The E line is a rapid transit service of the New York City Subway that runs primarily along the IND Eighth Avenue Line in Manhattan and Queens.
  • D. LPP
    LPP is the IATA airport code for Lappeenranta Airport in Lappeenranta, Finland.
  • E. Line 3
    Line 3 is one of the main lines of the Barcelona Metro system, running through central parts of the city and connecting several key stations and neighborhoods.
  • 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: Max-E3-LIN-2
Triple: [Inapproximability results for SAT and other problems, relatedConcept, Max-E3-LIN-2]
Generated description
Max-E3-LIN-2 is a canonical constraint satisfaction optimization problem over linear equations modulo 2 with three variables per equation, widely used as a central example in hardness of approximation theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max-E3-LIN-2
Target entity description: Max-E3-LIN-2 is a canonical constraint satisfaction optimization problem over linear equations modulo 2 with three variables per equation, widely used as a central example in hardness of approximation theory.
  • A. Optimates
    The Optimates were a conservative political faction in the late Roman Republic that championed senatorial authority and traditional aristocratic privileges against popular reformers like Julius Caesar.
  • B. Lasserre
    Lasserre is a small rural commune in southwestern France known for being the later-life home of the influential mathematician Alexander Grothendieck.
  • C. E line
    The E line is a rapid transit service of the New York City Subway that runs primarily along the IND Eighth Avenue Line in Manhattan and Queens.
  • D. LPP
    LPP is the IATA airport code for Lappeenranta Airport in Lappeenranta, Finland.
  • E. Line 3
    Line 3 is one of the main lines of the Barcelona Metro system, running through central parts of the city and connecting several key stations and neighborhoods.
  • 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022a6a22881908d16f4df564ed2a2 completed March 22, 2026, 5:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d7c98008190b79528596eca4208 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04edbf1f081908d74d0ac29601a35 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7e64c88190bbced2f2460c1913 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:41 p.m.