Triple
T23071212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nador International Airport |
E575198
|
entity |
| Predicate | ICAO code |
P419
|
FINISHED |
| Object |
GMMW
GMMW is the ICAO airport code assigned to Nador International Airport in northeastern Morocco.
|
E1569462
|
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: GMMW | Statement: [Nador International Airport, ICAO code, GMMW]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GMMW Context triple: [Nador International Airport, ICAO code, GMMW]
-
A.
Magazeen
Magazeen is a dancehall and reggae artist known for his affiliation with Rick Ross’s Maybach Music Group.
-
B.
Warta
Warta is a major river in western-central Poland that flows through several important cities before joining the Oder River.
-
C.
Warta
Warta is a small historic town in central Poland, situated in the Sieradz region along the Warta River.
-
D.
GMN
GMN is the IATA airport code for Greymouth Airport, a regional airport serving the town of Greymouth on New Zealand’s South Island.
-
E.
Aamulehti
Aamulehti is a prominent Finnish regional newspaper based in Tampere, known for its comprehensive coverage of local and national news.
- 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: GMMW Triple: [Nador International Airport, ICAO code, GMMW]
Generated description
GMMW is the ICAO airport code assigned to Nador International Airport in northeastern Morocco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GMMW Target entity description: GMMW is the ICAO airport code assigned to Nador International Airport in northeastern Morocco.
-
A.
Magazeen
Magazeen is a dancehall and reggae artist known for his affiliation with Rick Ross’s Maybach Music Group.
-
B.
Warta
Warta is a major river in western-central Poland that flows through several important cities before joining the Oder River.
-
C.
Warta
Warta is a small historic town in central Poland, situated in the Sieradz region along the Warta River.
-
D.
GMN
GMN is the IATA airport code for Greymouth Airport, a regional airport serving the town of Greymouth on New Zealand’s South Island.
-
E.
Aamulehti
Aamulehti is a prominent Finnish regional newspaper based in Tampere, known for its comprehensive coverage of local and national news.
- 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_69e245bd6e4c8190bb8942245b68cad5 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18c5f17348190ab92cfdae9bcaeba |
completed | April 29, 2026, 4:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c15a941748190b6c44e4a6e6256e2 |
completed | May 19, 2026, 7:47 a.m. |
| NEDg | Description generation | batch_6a0c1647dc2881909ee6c13b48b71b8d |
completed | May 19, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c187f6eec81909cf9a62835d56391 |
completed | May 19, 2026, 7:59 a.m. |
Created at: April 17, 2026, 3:56 p.m.