Triple

T6817182
Position Surface form Disambiguated ID Type / Status
Subject Shire River E156793 entity
Predicate hasWetland P24156 FINISHED
Object 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.
 E621746 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: Ndindi Marsh | Statement: [Shire River, hasWetland, Ndindi Marsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ndindi Marsh
Context triple: [Shire River, hasWetland, Ndindi Marsh]
  • A. Linyanti Swamp
    Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
  • B. Mfabeni Swamp
    Mfabeni Swamp is a large, ancient peat-filled wetland within South Africa’s iSimangaliso Wetland Park, known for its high biodiversity and important ecological and hydrological functions.
  • C. Zoombezi Bay
    Zoombezi Bay is a popular outdoor water park in Ohio known for its water slides, wave pools, and family-friendly attractions.
  • D. Tembi Valley
    Tembi Valley is a scenic gorge in central Greece, known for its steep cliffs, lush vegetation, and historical significance as a key passage between Mount Olympus and Mount Ossa.
  • E. Amboseli Basin
    Amboseli Basin is a broad, low-lying depression in southern Kenya known for its seasonal wetlands and salt pans that attract large concentrations of wildlife within the Amboseli ecosystem.
  • 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: Ndindi Marsh
Triple: [Shire River, hasWetland, Ndindi Marsh]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ndindi Marsh
Target entity description: 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.
  • A. Linyanti Swamp
    Linyanti Swamp is an extensive wetland system in northern Botswana known for its rich wildlife, seasonal floodplains, and remote safari wilderness.
  • B. Mfabeni Swamp
    Mfabeni Swamp is a large, ancient peat-filled wetland within South Africa’s iSimangaliso Wetland Park, known for its high biodiversity and important ecological and hydrological functions.
  • C. Zoombezi Bay
    Zoombezi Bay is a popular outdoor water park in Ohio known for its water slides, wave pools, and family-friendly attractions.
  • D. Tembi Valley
    Tembi Valley is a scenic gorge in central Greece, known for its steep cliffs, lush vegetation, and historical significance as a key passage between Mount Olympus and Mount Ossa.
  • E. Amboseli Basin
    Amboseli Basin is a broad, low-lying depression in southern Kenya known for its seasonal wetlands and salt pans that attract large concentrations of wildlife within the Amboseli ecosystem.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d354177481908ab3cf5437c095e2 completed March 27, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723e0c62c8190b3b3b092ea48d4c5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7247806808190ac60c134cec612c8 completed March 28, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:17 p.m.