Triple

T4673593
Position Surface form Disambiguated ID Type / Status
Subject Sohag International Airport E103622 entity
Predicate ICAOCode P419 FINISHED
Object HESG
HESG is the ICAO airport code assigned to Sohag International Airport in Egypt.
 E460912 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: HESG | Statement: [Sohag International Airport, ICAOCode, HESG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HESG
Context triple: [Sohag International Airport, ICAOCode, HESG]
  • 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. HESN
    HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
  • C. HESX
    HESX is the ICAO airport code assigned to Sphinx International Airport in Egypt.
  • D. HECA
    HECA is the ICAO airport code designating Cairo International Airport, the main international gateway to Cairo, Egypt.
  • E. HSEMA
    HSEMA is the District of Columbia’s government agency responsible for coordinating homeland security, emergency preparedness, response, and recovery efforts in Washington, D.C.
  • 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: HESG
Triple: [Sohag International Airport, ICAOCode, HESG]
Generated description
HESG is the ICAO airport code assigned to Sohag International Airport in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HESG
Target entity description: HESG is the ICAO airport code assigned to Sohag International Airport in 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. HESN
    HESN is the ICAO airport code for Aswan International Airport in Aswan, Egypt.
  • C. HESX
    HESX is the ICAO airport code assigned to Sphinx International Airport in Egypt.
  • D. HECA
    HECA is the ICAO airport code designating Cairo International Airport, the main international gateway to Cairo, Egypt.
  • E. HSEMA
    HSEMA is the District of Columbia’s government agency responsible for coordinating homeland security, emergency preparedness, response, and recovery efforts in Washington, D.C.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd635326808190bd6909117aca1208 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be039896448190bdfd3a6cb76a8fbe completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be055390c08190a85f92aec34b390a completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05d5bd008190bd94bd70092e8dfd completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.