Triple

T14523607
Position Surface form Disambiguated ID Type / Status
Subject Katima Mulilo Airport E340713 entity
Predicate IATAcode P418 FINISHED
Object MPA
MPA is the IATA airport code for Katima Mulilo Airport in Namibia, serving the town of Katima Mulilo near the Zambian border.
 E1104541 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: MPA | Statement: [Katima Mulilo Airport, IATAcode, MPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MPA
Context triple: [Katima Mulilo Airport, IATAcode, MPA]
  • A. MPA
    MPA is the Maryland Port Administration, the state agency responsible for managing and promoting Maryland’s public port facilities, including the Port of Baltimore.
  • B. MPA
    MPA is the commonly used abbreviation for the Metropolitan Police Authority, the former body responsible for overseeing policing in Greater London (excluding the City of London).
  • C. MSPA
    MSPA is the commonly used acronym for the Migrant and Seasonal Agricultural Worker Protection Act, a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers.
  • D. Master of Public Administration
    The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
  • E. MPH
    MPH is the ICAO airline designator assigned to Martinair, a Dutch cargo and former passenger airline based in the Netherlands.
  • 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: MPA
Triple: [Katima Mulilo Airport, IATAcode, MPA]
Generated description
MPA is the IATA airport code for Katima Mulilo Airport in Namibia, serving the town of Katima Mulilo near the Zambian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MPA
Target entity description: MPA is the IATA airport code for Katima Mulilo Airport in Namibia, serving the town of Katima Mulilo near the Zambian border.
  • A. MPA
    MPA is the Maryland Port Administration, the state agency responsible for managing and promoting Maryland’s public port facilities, including the Port of Baltimore.
  • B. MPA
    MPA is the commonly used abbreviation for the Metropolitan Police Authority, the former body responsible for overseeing policing in Greater London (excluding the City of London).
  • C. MSPA
    MSPA is the commonly used acronym for the Migrant and Seasonal Agricultural Worker Protection Act, a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers.
  • D. Master of Public Administration
    The Master of Public Administration is a graduate professional degree focused on developing leadership, management, and policy analysis skills for careers in public service and government.
  • E. MPH
    MPH is the ICAO airline designator assigned to Martinair, a Dutch cargo and former passenger airline based in the Netherlands.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dea04f16f88190ba357b0f8021b46b completed April 14, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a50324481909713bbf68295e839 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7c52e0bc8190b8c4b270653e65df completed May 8, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd7cf3088c8190a3bf53c9599f0304 completed May 8, 2026, 6:04 a.m.
Created at: April 10, 2026, 1:22 a.m.