Triple
T811062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Managua |
E17545
|
entity |
| Predicate | climateClassification |
P193
|
FINISHED |
| Object |
Köppen Aw
Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
|
E97834
|
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: Köppen Aw | Statement: [Managua, climateClassification, Köppen Aw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Köppen Aw Context triple: [Managua, climateClassification, Köppen Aw]
-
A.
Afro-Eurasian desert belt
The Afro-Eurasian desert belt is a vast, continuous arid zone stretching across North Africa, the Middle East, and Central to East Asia, encompassing many of the world’s largest hot and cold deserts.
-
B.
Afromontane forests
Afromontane forests are high-altitude, moisture-loving tropical and subtropical mountain forests in Africa, characterized by cool climates, high biodiversity, and many endemic plant and animal species.
-
C.
Karoo
The Karoo is a vast semi-arid region in South Africa characterized by sparse vegetation, unique succulent flora, and extreme temperature variations.
-
D.
Highveld
The Highveld is a high-altitude grassland plateau in central South Africa known for its extensive farming, mining, and major cities such as Johannesburg and Pretoria.
-
E.
Kikuyu
Kikuyu is a major Bantu language spoken primarily by the Kikuyu people of central Kenya.
- 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: Köppen Aw Triple: [Managua, climateClassification, Köppen Aw]
Generated description
Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Köppen Aw Target entity description: Köppen Aw is a tropical savanna climate type characterized by consistently warm temperatures and a pronounced dry season.
-
A.
Afro-Eurasian desert belt
The Afro-Eurasian desert belt is a vast, continuous arid zone stretching across North Africa, the Middle East, and Central to East Asia, encompassing many of the world’s largest hot and cold deserts.
-
B.
Afromontane forests
Afromontane forests are high-altitude, moisture-loving tropical and subtropical mountain forests in Africa, characterized by cool climates, high biodiversity, and many endemic plant and animal species.
-
C.
Karoo
The Karoo is a vast semi-arid region in South Africa characterized by sparse vegetation, unique succulent flora, and extreme temperature variations.
-
D.
Highveld
The Highveld is a high-altitude grassland plateau in central South Africa known for its extensive farming, mining, and major cities such as Johannesburg and Pretoria.
-
E.
Kikuyu
Kikuyu is a major Bantu language spoken primarily by the Kikuyu people of central Kenya.
- 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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab282fe48190a05ee97550843cd7 |
completed | March 1, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d8869888190a95857546dfae5b3 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a78e436c048190b31b53fff1c48f1d |
completed | March 4, 2026, 1:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78eb80f6081908257889efaff6d33 |
completed | March 4, 2026, 1:45 a.m. |
Created at: March 1, 2026, 7:38 p.m.