Triple
T15378495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manzanillo International Airport |
E367735
|
entity |
| Predicate | IATAcode |
P418
|
FINISHED |
| Object |
ZLO
ZLO is the IATA airport code for Manzanillo International Airport serving the Manzanillo area in Colima, Mexico.
|
E1152786
|
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: ZLO | Statement: [Manzanillo International Airport, IATAcode, ZLO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ZLO Context triple: [Manzanillo International Airport, IATAcode, ZLO]
-
A.
ZL
ZL is the IATA airline designator used by Rex Airlines, a regional carrier based in Australia.
-
B.
ZL
ZL is the official station code used to identify Zwolle railway station in the Netherlands’ rail network.
-
C.
ZLP
ZLP is the IATA station code for Zürich Hauptbahnhof, the main railway station in Zurich, Switzerland.
-
D.
ZEL
ZEL is the National Rail station code assigned to Elephant & Castle station in London.
-
E.
ZA
ZA is the ISO 3166-1 alpha-2 country code for South Africa.
- 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: ZLO Triple: [Manzanillo International Airport, IATAcode, ZLO]
Generated description
ZLO is the IATA airport code for Manzanillo International Airport serving the Manzanillo area in Colima, Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ZLO Target entity description: ZLO is the IATA airport code for Manzanillo International Airport serving the Manzanillo area in Colima, Mexico.
-
A.
ZL
ZL is the IATA airline designator used by Rex Airlines, a regional carrier based in Australia.
-
B.
ZL
ZL is the official station code used to identify Zwolle railway station in the Netherlands’ rail network.
-
C.
ZLP
ZLP is the IATA station code for Zürich Hauptbahnhof, the main railway station in Zurich, Switzerland.
-
D.
ZEL
ZEL is the National Rail station code assigned to Elephant & Castle station in London.
-
E.
ZA
ZA is the ISO 3166-1 alpha-2 country code for South Africa.
- 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_69d85a1551a08190ba2caea7cd51c639 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e6044488190b0499db109f7f821 |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b56dd1c81909a3933330e85fe0e |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0c1fd2dc8190934b21837f0d8689 |
completed | May 9, 2026, 10:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0c81636c81909536e69b48c5c400 |
completed | May 9, 2026, 10:29 a.m. |
Created at: April 10, 2026, 3:19 a.m.