Triple

T6364471
Position Surface form Disambiguated ID Type / Status
Subject Upper East Region E143190 entity
Predicate partOf P40 FINISHED
Object Northern Savannah Ecological Zone of Ghana
The Northern Savannah Ecological Zone of Ghana is a predominantly dry, grassland and woodland region in northern Ghana characterized by a single rainy season, scattered trees, and extensive smallholder agriculture.
E408199 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: Northern Savannah Ecological Zone of Ghana | Statement: [Upper East Region, partOf, Northern Savannah Ecological Zone of Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Savannah Ecological Zone of Ghana
Context triple: [Upper East Region, partOf, Northern Savannah Ecological Zone of Ghana]
  • A. Northern Region of Ghana
    The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
  • B. Volta Region of Ghana
    The Volta Region of Ghana is an eastern Ghanaian administrative region known for its diverse Ewe culture, lush landscapes, and attractions such as Lake Volta and the Wli Waterfalls.
  • C. Eastern Region of Ghana
    The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
  • D. Southern Ghana
    Southern Ghana is the coastal and forested southern portion of Ghana, encompassing major urban, economic, and historical centers along the Gulf of Guinea.
  • E. Guinean forest–savanna mosaic
    The Guinean forest–savanna mosaic is a broad West and Central African ecoregion characterized by a patchwork of tropical forests and savannas that forms a transitional zone between dense rainforest and open grassland.
  • 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: Northern Savannah Ecological Zone of Ghana
Triple: [Upper East Region, partOf, Northern Savannah Ecological Zone of Ghana]
Generated description
The Northern Savannah Ecological Zone of Ghana is a predominantly dry, grassland and woodland region in northern Ghana characterized by a single rainy season, scattered trees, and extensive smallholder agriculture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Savannah Ecological Zone of Ghana
Target entity description: The Northern Savannah Ecological Zone of Ghana is a predominantly dry, grassland and woodland region in northern Ghana characterized by a single rainy season, scattered trees, and extensive smallholder agriculture.
  • A. Northern Region of Ghana chosen
    The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
  • B. Volta Region of Ghana
    The Volta Region of Ghana is an eastern Ghanaian administrative region known for its diverse Ewe culture, lush landscapes, and attractions such as Lake Volta and the Wli Waterfalls.
  • C. Eastern Region of Ghana
    The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
  • D. Southern Ghana
    Southern Ghana is the coastal and forested southern portion of Ghana, encompassing major urban, economic, and historical centers along the Gulf of Guinea.
  • E. Guinean forest–savanna mosaic
    The Guinean forest–savanna mosaic is a broad West and Central African ecoregion characterized by a patchwork of tropical forests and savannas that forms a transitional zone between dense rainforest and open grassland.
  • F. None of above.

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_69c008d8c61081908bcaf61510d881ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0680ed0148190b6e310b15b3449ff completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d7a1cbc8190a27a0a8e8b466ad5 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62ebcd35481909acd54a5b41f99aa completed March 27, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69c62f5024148190915c9495a9e204b1 completed March 27, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:32 p.m.