Triple

T3753887
Position Surface form Disambiguated ID Type / Status
Subject Aswan International Airport E81997 entity
Predicate ICAO code P419 FINISHED
Object HESN
HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
E385555 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: HESN | Statement: [Aswan International Airport, ICAO code, HESN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HESN
Context triple: [Aswan International Airport, ICAO code, HESN]
  • A. HES
    HES is the commonly used abbreviation for Historic Environment Scotland, the public body responsible for protecting and promoting Scotland’s historic environment.
  • B. HESX
    HESX is the ICAO airport code assigned to Sphinx International Airport in Egypt.
  • C. Hnes
    Hnes is an alternative name for Ihnasya al-Madinah, a historic town in Egypt known for its ancient archaeological significance.
  • D. hsn
    hsn is the ISO 639-3 language code assigned to Xiang Chinese, a major Sinitic language variety spoken primarily in Hunan province.
  • E. HECA
    HECA is the ICAO airport code designating Cairo International Airport, the main international gateway to Cairo, Egypt.
  • 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: HESN
Triple: [Aswan International Airport, ICAO code, HESN]
Generated description
HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HESN
Target entity description: HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
  • A. HES
    HES is the commonly used abbreviation for Historic Environment Scotland, the public body responsible for protecting and promoting Scotland’s historic environment.
  • B. HESX
    HESX is the ICAO airport code assigned to Sphinx International Airport in Egypt.
  • C. Hnes
    Hnes is an alternative name for Ihnasya al-Madinah, a historic town in Egypt known for its ancient archaeological significance.
  • D. hsn
    hsn is the ISO 639-3 language code assigned to Xiang Chinese, a major Sinitic language variety spoken primarily in Hunan province.
  • E. HECA
    HECA is the ICAO airport code designating Cairo International Airport, the main international gateway to Cairo, Egypt.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb9340e0819083215989718b4598 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50825588190b620950ac1d4f408 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e5cd3b3c8190af6ca28a6772625c completed March 14, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69b4e671e02c819094cae2a3a2abb1b4 completed March 14, 2026, 4:39 a.m.
Created at: March 8, 2026, 3:35 p.m.