Triple

T17002830
Position Surface form Disambiguated ID Type / Status
Subject Mwenezi District E412490 entity
Predicate hasEthnicGroup P1898 FINISHED
Object VaShangaan
VaShangaan are a Shangaan-speaking ethnic community found in southern Africa, particularly in parts of Zimbabwe, Mozambique, and South Africa, with distinct cultural, linguistic, and historical traditions.
 E1245386 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: VaShangaan | Statement: [Mwenezi District, hasEthnicGroup, VaShangaan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: VaShangaan
Context triple: [Mwenezi District, hasEthnicGroup, VaShangaan]
  • A. Orshuun Gol
    Orshuun Gol is a river that serves as one of the main tributaries feeding Hulun Lake in northeastern Asia.
  • B. Shivta
    Shivta is an ancient Nabatean and Byzantine desert city in Israel, known for its remarkably well-preserved ruins and role along historic trade routes.
  • C. Shughni
    Shughni is an Eastern Iranian language spoken primarily in the Badakhshan region of Tajikistan and Afghanistan, known for its use among the Shughni people in the Pamir Mountains.
  • D. Schashagen
    Schashagen is a small municipality in the Ostholstein district of Schleswig-Holstein in northern Germany.
  • E. Ghunsa
    Ghunsa is a remote Himalayan village in eastern Nepal that serves as a key gateway and base for treks and expeditions around the Kangchenjunga region.
  • 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: VaShangaan
Triple: [Mwenezi District, hasEthnicGroup, VaShangaan]
Generated description
VaShangaan are a Shangaan-speaking ethnic community found in southern Africa, particularly in parts of Zimbabwe, Mozambique, and South Africa, with distinct cultural, linguistic, and historical traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: VaShangaan
Target entity description: VaShangaan are a Shangaan-speaking ethnic community found in southern Africa, particularly in parts of Zimbabwe, Mozambique, and South Africa, with distinct cultural, linguistic, and historical traditions.
  • A. Orshuun Gol
    Orshuun Gol is a river that serves as one of the main tributaries feeding Hulun Lake in northeastern Asia.
  • B. Shivta
    Shivta is an ancient Nabatean and Byzantine desert city in Israel, known for its remarkably well-preserved ruins and role along historic trade routes.
  • C. Shughni
    Shughni is an Eastern Iranian language spoken primarily in the Badakhshan region of Tajikistan and Afghanistan, known for its use among the Shughni people in the Pamir Mountains.
  • D. Schashagen
    Schashagen is a small municipality in the Ostholstein district of Schleswig-Holstein in northern Germany.
  • E. Ghunsa
    Ghunsa is a remote Himalayan village in eastern Nepal that serves as a key gateway and base for treks and expeditions around the Kangchenjunga region.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37f8ba88190b8d32a1d09b6e6fd completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc1e2f708190999f6fab16fdabe8 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d68c8481909111bfab22882bb2 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0118ba68408190b242154c40461f21 completed May 10, 2026, 11:46 p.m.
Created at: April 10, 2026, 5:32 a.m.