Triple

T22335409
Position Surface form Disambiguated ID Type / Status
Subject Soshangane E552132 entity
Predicate powerBase P404 FINISHED
Object Limpopo River valley
The Limpopo River valley is a fertile and strategically important region in southern Africa that has long served as a corridor for trade, settlement, and political power.
E1546817 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: Limpopo River valley | Statement: [Soshangane, powerBase, Limpopo River valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limpopo River valley
Context triple: [Soshangane, powerBase, Limpopo River valley]
  • A. Kosi river region
    The Kosi river region is a flood-prone area in the northern part of Bihar, India, shaped by the shifting course of the Kosi River and known for its fertile plains and recurrent flooding.
  • B. Mkhomazi River valley
    The Mkhomazi River valley is a scenic, rugged valley in the Drakensberg region of South Africa, known for its dramatic mountain landscapes and the course of the Mkhomazi River.
  • C. Mapocho River valley
    The Mapocho River valley is a central Chilean valley that hosts much of Santiago, characterized by its urban landscape framed by the Andes and shaped by the course of the Mapocho River.
  • D. Mzymta River Valley
    Mzymta River Valley is a scenic mountain valley in Russia’s Western Caucasus, known for its river, ski resorts, and role as a key venue area during the 2014 Sochi Winter Olympics.
  • E. Sand River (Limpopo) basin
    The Sand River (Limpopo) basin is a sub-catchment of the Limpopo River system in southern Africa, important for regional water resources, ecosystems, and local agriculture.
  • 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: Limpopo River valley
Triple: [Soshangane, powerBase, Limpopo River valley]
Generated description
The Limpopo River valley is a fertile and strategically important region in southern Africa that has long served as a corridor for trade, settlement, and political power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limpopo River valley
Target entity description: The Limpopo River valley is a fertile and strategically important region in southern Africa that has long served as a corridor for trade, settlement, and political power.
  • A. Kosi river region
    The Kosi river region is a flood-prone area in the northern part of Bihar, India, shaped by the shifting course of the Kosi River and known for its fertile plains and recurrent flooding.
  • B. Mkhomazi River valley
    The Mkhomazi River valley is a scenic, rugged valley in the Drakensberg region of South Africa, known for its dramatic mountain landscapes and the course of the Mkhomazi River.
  • C. Mapocho River valley
    The Mapocho River valley is a central Chilean valley that hosts much of Santiago, characterized by its urban landscape framed by the Andes and shaped by the course of the Mapocho River.
  • D. Mzymta River Valley
    Mzymta River Valley is a scenic mountain valley in Russia’s Western Caucasus, known for its river, ski resorts, and role as a key venue area during the 2014 Sochi Winter Olympics.
  • E. Sand River (Limpopo) basin
    The Sand River (Limpopo) basin is a sub-catchment of the Limpopo River system in southern Africa, important for regional water resources, ecosystems, and local agriculture.
  • 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_69e11e494eec81909c4d2d51f69499d9 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577e35f48190b11789d80182653e completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b5848b9908190befe8158b0168a4e completed May 18, 2026, 6:19 p.m.
NEDg Description generation batch_6a0b6f5b85548190bd54f5a13dd27c5d completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7072e43c8190ad8f8d09f61d3f7b completed May 18, 2026, 8:02 p.m.
Created at: April 16, 2026, 8:43 p.m.