Triple

T18867812
Position Surface form Disambiguated ID Type / Status
Subject Berbera Airport E461485 entity
Predicate ICAOcode P419 FINISHED
Object HCMI
HCMI is the ICAO airport code for Berbera Airport, a major airfield located in Berbera, Somaliland.
E1347167 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: HCMI | Statement: [Berbera Airport, ICAOcode, HCMI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HCMI
Context triple: [Berbera Airport, ICAOcode, HCMI]
  • A. Council on Governmental Affairs
    The Council on Governmental Affairs is a policy and advocacy body within the Association of Public and Land-grant Universities that represents member institutions’ interests in government relations and public policy.
  • B. Council for National Policy
    The Council for National Policy is a secretive, influential conservative organization in the United States that brings together right-wing political, religious, and business leaders to coordinate strategy and advocacy.
  • C. Campbell Public Affairs Institute
    Campbell Public Affairs Institute is a research and public engagement center at Syracuse University’s Maxwell School that focuses on the study and promotion of democratic institutions, citizenship, and public affairs.
  • D. IHMC
    IHMC is a Florida-based research institute known for advancing human-centered artificial intelligence, robotics, and cognitive science.
  • E. Commonwealth Fund
    The Commonwealth Fund is a private U.S. foundation that supports independent research and policy initiatives to improve health care access, quality, and equity.
  • 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: HCMI
Triple: [Berbera Airport, ICAOcode, HCMI]
Generated description
HCMI is the ICAO airport code for Berbera Airport, a major airfield located in Berbera, Somaliland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HCMI
Target entity description: HCMI is the ICAO airport code for Berbera Airport, a major airfield located in Berbera, Somaliland.
  • A. Council on Governmental Affairs
    The Council on Governmental Affairs is a policy and advocacy body within the Association of Public and Land-grant Universities that represents member institutions’ interests in government relations and public policy.
  • B. Council for National Policy
    The Council for National Policy is a secretive, influential conservative organization in the United States that brings together right-wing political, religious, and business leaders to coordinate strategy and advocacy.
  • C. Campbell Public Affairs Institute
    Campbell Public Affairs Institute is a research and public engagement center at Syracuse University’s Maxwell School that focuses on the study and promotion of democratic institutions, citizenship, and public affairs.
  • D. IHMC
    IHMC is a Florida-based research institute known for advancing human-centered artificial intelligence, robotics, and cognitive science.
  • E. Commonwealth Fund
    The Commonwealth Fund is a private U.S. foundation that supports independent research and policy initiatives to improve health care access, quality, and equity.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c2a6d1d081909b6dab2a5166a317 completed April 20, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575baf168819088723fa9e61008f4 completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a05770a92988190b3bda17b119cf8de completed May 14, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0577a07ecc8190a0b540e34b72d62f completed May 14, 2026, 7:20 a.m.
Created at: April 10, 2026, 11:57 a.m.