Triple

T12582537
Position Surface form Disambiguated ID Type / Status
Subject Hadejia Emirate E300372 entity
Predicate region P40 FINISHED
Object Hadejia-Nguru wetlands area
The Hadejia-Nguru wetlands area is an ecologically rich floodplain in northeastern Nigeria known for its diverse wildlife, vital fisheries, and importance to local agriculture and livelihoods.
E991125 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: Hadejia-Nguru wetlands area | Statement: [Hadejia Emirate, region, Hadejia-Nguru wetlands area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hadejia-Nguru wetlands area
Context triple: [Hadejia Emirate, region, Hadejia-Nguru wetlands area]
  • A. Beni wetlands
    The Beni wetlands are an extensive tropical floodplain ecosystem in northern Bolivia, characterized by seasonally inundated savannas, rivers, and rich biodiversity.
  • B. Nyabarongo wetlands
    Nyabarongo wetlands are an extensive riverine wetland ecosystem in Rwanda that supports rich biodiversity, regulates water flow, and provides vital ecological services to surrounding communities.
  • C. Bangweulu wetlands (regional vicinity)
    The Bangweulu wetlands are an extensive floodplain and swamp system in northern Zambia, renowned for their rich biodiversity, important birdlife, and role as a critical habitat for species such as the shoebill stork and black lechwe.
  • D. Linyanti Swamp
    Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
  • E. Ndindi Marsh
    Ndindi Marsh is a significant wetland ecosystem located along Malawi’s Shire River, known for its rich biodiversity and role in supporting local fisheries and wildlife.
  • 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: Hadejia-Nguru wetlands area
Triple: [Hadejia Emirate, region, Hadejia-Nguru wetlands area]
Generated description
The Hadejia-Nguru wetlands area is an ecologically rich floodplain in northeastern Nigeria known for its diverse wildlife, vital fisheries, and importance to local agriculture and livelihoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hadejia-Nguru wetlands area
Target entity description: The Hadejia-Nguru wetlands area is an ecologically rich floodplain in northeastern Nigeria known for its diverse wildlife, vital fisheries, and importance to local agriculture and livelihoods.
  • A. Beni wetlands
    The Beni wetlands are an extensive tropical floodplain ecosystem in northern Bolivia, characterized by seasonally inundated savannas, rivers, and rich biodiversity.
  • B. Nyabarongo wetlands
    Nyabarongo wetlands are an extensive riverine wetland ecosystem in Rwanda that supports rich biodiversity, regulates water flow, and provides vital ecological services to surrounding communities.
  • C. Bangweulu wetlands (regional vicinity)
    The Bangweulu wetlands are an extensive floodplain and swamp system in northern Zambia, renowned for their rich biodiversity, important birdlife, and role as a critical habitat for species such as the shoebill stork and black lechwe.
  • D. Linyanti Swamp
    Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
  • E. Ndindi Marsh
    Ndindi Marsh is a significant wetland ecosystem located along Malawi’s Shire River, known for its rich biodiversity and role in supporting local fisheries and wildlife.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954b97a508190b6c901c506441dd0 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6559c94108190834c48eb3d82ac29 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566fe5dc8190910bc7ad34593a58 completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f65702435c8190a69e681c56a19b16 completed May 2, 2026, 7:56 p.m.
Created at: April 9, 2026, 5:03 p.m.