Triple

T14399626
Position Surface form Disambiguated ID Type / Status
Subject Diori Hamani International Airport E357035 entity
Predicate ICAOcode P419 FINISHED
Object DRRN
DRRN is the ICAO airport code for Diori Hamani International Airport, the main international airport serving Niamey, Niger.
E1098011 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: DRRN | Statement: [Diori Hamani International Airport, ICAOcode, DRRN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DRRN
Context triple: [Diori Hamani International Airport, ICAOcode, DRRN]
  • A. United Nations Office for Disaster Risk Reduction
    The United Nations Office for Disaster Risk Reduction is a UN body that leads global efforts to reduce disaster risks, strengthen resilience, and support implementation of international frameworks like the Sendai Framework for Disaster Risk Reduction.
  • B. NDRF
    NDRF is India’s specialized federal force tasked with responding to natural and man-made disasters, conducting search and rescue, and supporting disaster management efforts across the country.
  • C. ReliefWeb
    ReliefWeb is a specialized humanitarian information service that provides timely reports, analyses, and data on global crises and disasters to support aid workers and decision-makers.
  • D. National Directorate General for Disaster Management
    The National Directorate General for Disaster Management is Hungary’s central government agency responsible for coordinating disaster prevention, emergency response, and civil protection activities nationwide.
  • E. Disaster Response Management Bureau
    The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
  • 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: DRRN
Triple: [Diori Hamani International Airport, ICAOcode, DRRN]
Generated description
DRRN is the ICAO airport code for Diori Hamani International Airport, the main international airport serving Niamey, Niger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DRRN
Target entity description: DRRN is the ICAO airport code for Diori Hamani International Airport, the main international airport serving Niamey, Niger.
  • A. United Nations Office for Disaster Risk Reduction
    The United Nations Office for Disaster Risk Reduction is a UN body that leads global efforts to reduce disaster risks, strengthen resilience, and support implementation of international frameworks like the Sendai Framework for Disaster Risk Reduction.
  • B. NDRF
    NDRF is India’s specialized federal force tasked with responding to natural and man-made disasters, conducting search and rescue, and supporting disaster management efforts across the country.
  • C. ReliefWeb
    ReliefWeb is a specialized humanitarian information service that provides timely reports, analyses, and data on global crises and disasters to support aid workers and decision-makers.
  • D. National Directorate General for Disaster Management
    The National Directorate General for Disaster Management is Hungary’s central government agency responsible for coordinating disaster prevention, emergency response, and civil protection activities nationwide.
  • E. Disaster Response Management Bureau
    The Disaster Response Management Bureau is a specialized division responsible for coordinating and overseeing disaster preparedness, response, and recovery efforts under the Department of Social Welfare and Development.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9083f9d081908fe5c99655c410b3 completed April 14, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551eb09c8190a102ab452371e5b1 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671340081909d87978be2a5522b completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57a6711881909429bba35ee867c6 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:17 a.m.