Triple

T12312361
Position Surface form Disambiguated ID Type / Status
Subject Presidente Prudente E293510 entity
Predicate airportIATACode P418 FINISHED
Object PPB
PPB is the IATA airport code for Presidente Prudente Airport, which serves the city of Presidente Prudente in the state of São Paulo, Brazil.
 E973260 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: PPB | Statement: [Presidente Prudente, airportIATACode, PPB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PPB
Context triple: [Presidente Prudente, airportIATACode, PPB]
  • A. PBB
    PBB (Provider Backbone Bridges) is an IEEE networking standard that extends Ethernet to large-scale carrier and service provider networks by encapsulating customer traffic within a provider backbone.
  • B. PPBES
    PPBES is a U.S. Department of Defense resource management framework that integrates long-range planning, program development, budgeting, and execution of defense funds.
  • C. PPS
    PPS is the commonly used abbreviation for Parliamentary Private Secretaries, who are junior MPs acting as unpaid assistants and political aides to government ministers in the UK.
  • D. PPD
    PPD is the National Rail station code for Pontypridd railway station in Rhondda Cynon Taf, Wales.
  • E. PPD
    PPD is a Chilean center-left political party formally known as the Party for Democracy.
  • 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: PPB
Triple: [Presidente Prudente, airportIATACode, PPB]
Generated description
PPB is the IATA airport code for Presidente Prudente Airport, which serves the city of Presidente Prudente in the state of São Paulo, Brazil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PPB
Target entity description: PPB is the IATA airport code for Presidente Prudente Airport, which serves the city of Presidente Prudente in the state of São Paulo, Brazil.
  • A. PBB
    PBB (Provider Backbone Bridges) is an IEEE networking standard that extends Ethernet to large-scale carrier and service provider networks by encapsulating customer traffic within a provider backbone.
  • B. PPBES
    PPBES is a U.S. Department of Defense resource management framework that integrates long-range planning, program development, budgeting, and execution of defense funds.
  • C. PPS
    PPS is the commonly used abbreviation for Parliamentary Private Secretaries, who are junior MPs acting as unpaid assistants and political aides to government ministers in the UK.
  • D. PPD
    PPD is the National Rail station code for Pontypridd railway station in Rhondda Cynon Taf, Wales.
  • E. PPD
    PPD is a Chilean center-left political party formally known as the Party for Democracy.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f03d3c88190baedffb83465bff8 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e84fa708190854afc6afd425fd7 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.