Triple
T10294315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machala |
E241443
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
General Manuel Serrano Airport
General Manuel Serrano Airport is a regional airport serving the city of Machala in southwestern Ecuador.
|
E856812
|
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: General Manuel Serrano Airport | Statement: [Machala, hasAirport, General Manuel Serrano Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: General Manuel Serrano Airport Context triple: [Machala, hasAirport, General Manuel Serrano Airport]
-
A.
General Rodolfo Sánchez Taboada International Airport
General Rodolfo Sánchez Taboada International Airport is a major international airport serving the city of Mexicali in the Mexican state of Baja California.
-
B.
General Francisco Javier Mina International Airport
General Francisco Javier Mina International Airport is a major international airport serving the coastal city of Tampico in the Mexican state of Tamaulipas.
-
C.
General Roberto Fierro Villalobos International Airport
General Roberto Fierro Villalobos International Airport is the main commercial airport serving Chihuahua City in northern Mexico, handling domestic and limited international flights.
-
D.
General Ignacio Pesqueira García International Airport
General Ignacio Pesqueira García International Airport is the main commercial airport serving the city of Hermosillo in the Mexican state of Sonora.
-
E.
General Leobardo C. Ruiz International Airport
General Leobardo C. Ruiz International Airport is the main commercial airport serving Zacatecas and its surrounding region in central Mexico.
- 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: General Manuel Serrano Airport Triple: [Machala, hasAirport, General Manuel Serrano Airport]
Generated description
General Manuel Serrano Airport is a regional airport serving the city of Machala in southwestern Ecuador.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: General Manuel Serrano Airport Target entity description: General Manuel Serrano Airport is a regional airport serving the city of Machala in southwestern Ecuador.
-
A.
General Rodolfo Sánchez Taboada International Airport
General Rodolfo Sánchez Taboada International Airport is a major international airport serving the city of Mexicali in the Mexican state of Baja California.
-
B.
General Francisco Javier Mina International Airport
General Francisco Javier Mina International Airport is a major international airport serving the coastal city of Tampico in the Mexican state of Tamaulipas.
-
C.
General Roberto Fierro Villalobos International Airport
General Roberto Fierro Villalobos International Airport is the main commercial airport serving Chihuahua City in northern Mexico, handling domestic and limited international flights.
-
D.
General Ignacio Pesqueira García International Airport
General Ignacio Pesqueira García International Airport is the main commercial airport serving the city of Hermosillo in the Mexican state of Sonora.
-
E.
General Leobardo C. Ruiz International Airport
General Leobardo C. Ruiz International Airport is the main commercial airport serving Zacatecas and its surrounding region in central Mexico.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2d5e0f88190be3e23ba2511a1e9 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7500fdd1c81909395469afb346f8b |
completed | April 9, 2026, 7:06 a.m. |
| NEDg | Description generation | batch_69d75133588c819093af59327b951cd7 |
completed | April 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d751d4aa908190a825322ebf0066af |
completed | April 9, 2026, 7:14 a.m. |
Created at: April 6, 2026, 11:42 a.m.