Triple

T9803424
Position Surface form Disambiguated ID Type / Status
Subject Skhirat Agreement E237894 entity
Predicate alsoKnownAs P39 FINISHED
Object LPA
LPA refers to the Libyan Political Agreement, a UN-brokered deal signed in Skhirat, Morocco in 2015 to establish a unified government and end Libya’s political crisis.
 E820966 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: LPA | Statement: [Skhirat Agreement, alsoKnownAs, LPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LPA
Context triple: [Skhirat Agreement, alsoKnownAs, LPA]
  • A. LPA
    LPA is the IATA airport code for Gran Canaria Airport, the main international gateway to Spain’s Canary Island of Gran Canaria.
  • B. LPA
    LPA is the commonly used abbreviation for the Liberal Party of Australia, a major centre-right political party in Australian federal and state politics.
  • C. LPAZ
    LPAZ is the ICAO code for Santa Maria Airport, a civil aviation facility on Santa Maria Island in Portugal’s Azores archipelago.
  • D. LEPA
    LEPA is the ICAO airport code for Palma de Mallorca Airport, a major international airport in Spain’s Balearic Islands.
  • E. LAP
    LAP is the ICAO airline designator used to identify LATAM Airlines Paraguay in international aviation operations.
  • 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: LPA
Triple: [Skhirat Agreement, alsoKnownAs, LPA]
Generated description
LPA refers to the Libyan Political Agreement, a UN-brokered deal signed in Skhirat, Morocco in 2015 to establish a unified government and end Libya’s political crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LPA
Target entity description: LPA refers to the Libyan Political Agreement, a UN-brokered deal signed in Skhirat, Morocco in 2015 to establish a unified government and end Libya’s political crisis.
  • A. LPA
    LPA is the IATA airport code for Gran Canaria Airport, the main international gateway to Spain’s Canary Island of Gran Canaria.
  • B. LPA
    LPA is the commonly used abbreviation for the Liberal Party of Australia, a major centre-right political party in Australian federal and state politics.
  • C. LPAZ
    LPAZ is the ICAO code for Santa Maria Airport, a civil aviation facility on Santa Maria Island in Portugal’s Azores archipelago.
  • D. LEPA
    LEPA is the ICAO airport code for Palma de Mallorca Airport, a major international airport in Spain’s Balearic Islands.
  • E. LAP
    LAP is the ICAO airline designator used to identify LATAM Airlines Paraguay in international aviation operations.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdab78832481909b184b21a8a46e50 completed April 1, 2026, 11:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4538760819099ba1e392d31a135 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c5162d8081908fd75276ec77a9f5 completed April 5, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69d1c57c587c8190a6e6de9231aea380 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:29 p.m.