Triple

T10585759
Position Surface form Disambiguated ID Type / Status
Subject Hurghada International Airport E249849 entity
Predicate IATAcode P418 FINISHED
Object HRG
HRG is the IATA airport code for Hurghada International Airport, a major gateway for tourists traveling to the Red Sea resort city of Hurghada in Egypt.
 E872527 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: HRG | Statement: [Hurghada International Airport, IATAcode, HRG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HRG
Context triple: [Hurghada International Airport, IATAcode, HRG]
  • A. HRA
    HRA is New York City’s public benefits and social services agency responsible for administering programs such as cash assistance, food assistance, and emergency support for low-income residents.
  • B. HRP
    HRP is a high-level long-distance hiking route that traverses the Pyrenees along or near the French–Spanish border from the Atlantic Ocean to the Mediterranean Sea.
  • C. HRD
    HRD is the National Rail station code for Harling Road railway station in Norfolk, England.
  • D. HRS
    HRS is an abbreviation commonly used for the Historical Records Survey, a New Deal-era program that documented and preserved historical public records in the United States.
  • E. HSRA
    HSRA was a revolutionary Indian organization active during the struggle for independence, known for its militant opposition to British colonial rule.
  • 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: HRG
Triple: [Hurghada International Airport, IATAcode, HRG]
Generated description
HRG is the IATA airport code for Hurghada International Airport, a major gateway for tourists traveling to the Red Sea resort city of Hurghada in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HRG
Target entity description: HRG is the IATA airport code for Hurghada International Airport, a major gateway for tourists traveling to the Red Sea resort city of Hurghada in Egypt.
  • A. HRA
    HRA is New York City’s public benefits and social services agency responsible for administering programs such as cash assistance, food assistance, and emergency support for low-income residents.
  • B. HRP
    HRP is a high-level long-distance hiking route that traverses the Pyrenees along or near the French–Spanish border from the Atlantic Ocean to the Mediterranean Sea.
  • C. HRD
    HRD is the National Rail station code for Harling Road railway station in Norfolk, England.
  • D. HRS
    HRS is an abbreviation commonly used for the Historical Records Survey, a New Deal-era program that documented and preserved historical public records in the United States.
  • E. HSRA
    HSRA was a revolutionary Indian organization active during the struggle for independence, known for its militant opposition to British colonial rule.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527698be48190a2f5e573d7cc0661 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b8b1b708190865e428128f98720 completed April 10, 2026, 7:12 p.m.
NEDg Description generation batch_69d94d68f39c8190bc7ea90237a5bf5f completed April 10, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69d9522d68b88190a63acb6d657168b4 completed April 10, 2026, 7:40 p.m.
Created at: April 6, 2026, 12:39 p.m.