Triple
T20751270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal Airport |
E510723
|
entity |
| Predicate | ICAO code |
P419
|
FINISHED |
| Object |
GMMD
GMMD is the ICAO airport code assigned to Beni Mellal Airport in Morocco.
|
E1448346
|
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: GMMD | Statement: [Beni Mellal Airport, ICAO code, GMMD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GMMD Context triple: [Beni Mellal Airport, ICAO code, GMMD]
-
A.
GMMS
GMMS is the National Location Code used within the UK rail industry to uniquely identify Mills Hill railway station in operational and ticketing systems.
-
B.
GMD
GMD is the commonly used abbreviation for General Motors Diesel Division of Canada, a former manufacturer of diesel locomotives and related rail equipment.
-
C.
GMD
GMD is a U.S. missile defense system designed to detect, track, and intercept long-range ballistic missiles during their midcourse phase in space.
-
D.
GMMN
GMMN is the ICAO airport code for Mohammed V International Airport, the main international gateway serving Casablanca, Morocco.
-
E.
GMMX
GMMX is the ICAO airport code for Marrakesh Menara Airport, a major international airport serving the city of Marrakesh in Morocco.
- 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: GMMD Triple: [Beni Mellal Airport, ICAO code, GMMD]
Generated description
GMMD is the ICAO airport code assigned to Beni Mellal Airport in Morocco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GMMD Target entity description: GMMD is the ICAO airport code assigned to Beni Mellal Airport in Morocco.
-
A.
GMMS
GMMS is the National Location Code used within the UK rail industry to uniquely identify Mills Hill railway station in operational and ticketing systems.
-
B.
GMD
GMD is the commonly used abbreviation for General Motors Diesel Division of Canada, a former manufacturer of diesel locomotives and related rail equipment.
-
C.
GMD
GMD is a U.S. missile defense system designed to detect, track, and intercept long-range ballistic missiles during their midcourse phase in space.
-
D.
GMMN
GMMN is the ICAO airport code for Mohammed V International Airport, the main international gateway serving Casablanca, Morocco.
-
E.
GMMX
GMMX is the ICAO airport code for Marrakesh Menara Airport, a major international airport serving the city of Marrakesh in Morocco.
- 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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c22ad0c8819087a8db2bac8dd408 |
completed | April 21, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e8467a0c819096982615570c725a |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e91f9e648190a39d1ff3dc3ca040 |
completed | May 16, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e9d349e88190b3fb6b30744df6c5 |
completed | May 16, 2026, 10:04 p.m. |
Created at: April 16, 2026, 12:34 p.m.