Triple

T800726
Position Surface form Disambiguated ID Type / Status
Subject Sub-Saharan Africa E17120 entity
Predicate hasNaturalRegion P285 FINISHED
Object Miombo woodlands
Miombo woodlands are a vast tropical dry forest and savanna ecosystem in south-central Africa, dominated by Brachystegia, Julbernardia, and Isoberlinia tree species and supporting rich biodiversity and rural livelihoods.
E97439 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: Miombo woodlands | Statement: [Sub-Saharan Africa, hasNaturalRegion, Miombo woodlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miombo woodlands
Context triple: [Sub-Saharan Africa, hasNaturalRegion, Miombo woodlands]
  • A. 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.
  • B. Guinean forests of West Africa
    The Guinean forests of West Africa are a biodiversity-rich tropical moist forest ecoregion stretching along the West African coast, renowned for its high levels of endemism and severe habitat loss.
  • C. Africa Rainforest
    Africa Rainforest is an Oregon Zoo exhibit that recreates a lush Central African jungle habitat for species such as primates, birds, and other rainforest wildlife.
  • D. African Veldt
    African Veldt is a zoo exhibit that recreates the open grassland habitats of sub-Saharan Africa, typically featuring species such as giraffes, zebras, and antelopes.
  • E. Laurisilva forest
    Laurisilva forest is a rare, ancient subtropical laurel forest ecosystem characterized by evergreen broadleaf trees, high humidity, and rich biodiversity, found primarily in Macaronesian islands like Madeira.
  • 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: Miombo woodlands
Triple: [Sub-Saharan Africa, hasNaturalRegion, Miombo woodlands]
Generated description
Miombo woodlands are a vast tropical dry forest and savanna ecosystem in south-central Africa, dominated by Brachystegia, Julbernardia, and Isoberlinia tree species and supporting rich biodiversity and rural livelihoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miombo woodlands
Target entity description: Miombo woodlands are a vast tropical dry forest and savanna ecosystem in south-central Africa, dominated by Brachystegia, Julbernardia, and Isoberlinia tree species and supporting rich biodiversity and rural livelihoods.
  • A. 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.
  • B. Guinean forests of West Africa
    The Guinean forests of West Africa are a biodiversity-rich tropical moist forest ecoregion stretching along the West African coast, renowned for its high levels of endemism and severe habitat loss.
  • C. Africa Rainforest
    Africa Rainforest is an Oregon Zoo exhibit that recreates a lush Central African jungle habitat for species such as primates, birds, and other rainforest wildlife.
  • D. African Veldt
    African Veldt is a zoo exhibit that recreates the open grassland habitats of sub-Saharan Africa, typically featuring species such as giraffes, zebras, and antelopes.
  • E. Laurisilva forest
    Laurisilva forest is a rare, ancient subtropical laurel forest ecosystem characterized by evergreen broadleaf trees, high humidity, and rich biodiversity, found primarily in Macaronesian islands like Madeira.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aa9e0f0081909d2a89387d6c08e1 completed March 1, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d818e208190a8f3b165c0770e09 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a7810893c081909b1085101eb2a444 completed March 4, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7825bb0948190a5b4d3454c0d449c completed March 4, 2026, 12:52 a.m.
Created at: March 1, 2026, 7:38 p.m.