Triple
T10585760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurghada International Airport |
E249849
|
entity |
| Predicate | ICAOcode |
P419
|
FINISHED |
| Object |
HEGN
HEGN is the ICAO airport code for Hurghada International Airport, a major gateway to the Red Sea resort city of Hurghada in Egypt.
|
E872528
|
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: HEGN | Statement: [Hurghada International Airport, ICAOcode, HEGN]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HEGN Context triple: [Hurghada International Airport, ICAOcode, HEGN]
-
A.
HEL
HEL is the three-letter IATA airport code for Helsinki Airport, the main international gateway to Finland’s capital region.
-
B.
HG
HG is the postcode area designation covering Harrogate and surrounding parts of North Yorkshire, England.
-
C.
HG
HG is the vehicle registration code used on license plates for the German town of Homburg vor der Höhe and its surrounding district.
-
D.
HNE
HNE is the abbreviation for Historic New England, a regional heritage organization dedicated to preserving and interpreting New England’s historic homes, landscapes, and cultural artifacts.
-
E.
HESG
HESG is the ICAO airport code assigned to Sohag International Airport in 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: HEGN Triple: [Hurghada International Airport, ICAOcode, HEGN]
Generated description
HEGN is the ICAO airport code for Hurghada International Airport, a major gateway to the Red Sea resort city of Hurghada in Egypt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HEGN Target entity description: HEGN is the ICAO airport code for Hurghada International Airport, a major gateway to the Red Sea resort city of Hurghada in Egypt.
-
A.
HEL
HEL is the three-letter IATA airport code for Helsinki Airport, the main international gateway to Finland’s capital region.
-
B.
HG
HG is the postcode area designation covering Harrogate and surrounding parts of North Yorkshire, England.
-
C.
HG
HG is the vehicle registration code used on license plates for the German town of Homburg vor der Höhe and its surrounding district.
-
D.
HNE
HNE is the abbreviation for Historic New England, a regional heritage organization dedicated to preserving and interpreting New England’s historic homes, landscapes, and cultural artifacts.
-
E.
HESG
HESG is the ICAO airport code assigned to Sohag International Airport in 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_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.