Triple

T4673592
Position Surface form Disambiguated ID Type / Status
Subject Sohag International Airport E103622 entity
Predicate IATACode P418 FINISHED
Object HMB
HMB is the IATA airport code for Sohag International Airport, a public airport serving the Sohag region in Egypt.
 E460911 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: HMB | Statement: [Sohag International Airport, IATACode, HMB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HMB
Context triple: [Sohag International Airport, IATACode, HMB]
  • A. BHB
    BHB is the stock exchange of the Kingdom of Bahrain, providing a regulated marketplace for trading securities and other financial instruments.
  • B. BHA
    BHA is the governing and regulatory body for horseracing in Great Britain, overseeing the sport’s rules, integrity, and welfare standards.
  • C. LHM
    LHM is the station code for Lillehammer railway station in Norway.
  • D. HMPC
    HMPC is a scientific committee of the European Medicines Agency responsible for evaluating and providing guidance on the safe and effective use of herbal medicinal products in the EU.
  • E. HMG
    HMG is the common abbreviation for His Majesty’s Government, the central executive authority of the United Kingdom responsible for national policy and administration.
  • 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: HMB
Triple: [Sohag International Airport, IATACode, HMB]
Generated description
HMB is the IATA airport code for Sohag International Airport, a public airport serving the Sohag region in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HMB
Target entity description: HMB is the IATA airport code for Sohag International Airport, a public airport serving the Sohag region in Egypt.
  • A. BHB
    BHB is the stock exchange of the Kingdom of Bahrain, providing a regulated marketplace for trading securities and other financial instruments.
  • B. BHA
    BHA is the governing and regulatory body for horseracing in Great Britain, overseeing the sport’s rules, integrity, and welfare standards.
  • C. LHM
    LHM is the station code for Lillehammer railway station in Norway.
  • D. HMPC
    HMPC is a scientific committee of the European Medicines Agency responsible for evaluating and providing guidance on the safe and effective use of herbal medicinal products in the EU.
  • E. HMG
    HMG is the common abbreviation for His Majesty’s Government, the central executive authority of the United Kingdom responsible for national policy and administration.
  • 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.