Triple

T9605897
Position Surface form Disambiguated ID Type / Status
Subject Milton Obote E231969 entity
Predicate ethnicGroup P194 FINISHED
Object Lango
The Lango are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language and cultural traditions.
 E810830 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: Lango | Statement: [Milton Obote, ethnicGroup, Lango]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lango
Context triple: [Milton Obote, ethnicGroup, Lango]
  • A. Langa
    Langa is a surname and place name found in various cultures, notably in Southern Africa and parts of Europe.
  • B. Lengoʼ
    Lengoʼ is an Oceanic language spoken by communities in the Solomon Islands, particularly on parts of Guadalcanal.
  • C. Loenga
    Loenga is a small residential and industrial neighborhood in Oslo, Norway, situated near the railway yards and the Oslofjord.
  • D. Luhya
    The Luhya are a major Bantu-speaking ethnic group primarily inhabiting western Kenya, known for their rich cultural traditions and agricultural heritage.
  • E. Ikalanga
    Ikalanga is a Bantu language spoken primarily by the Kalanga people in Botswana and southwestern Zimbabwe.
  • 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: Lango
Triple: [Milton Obote, ethnicGroup, Lango]
Generated description
The Lango are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lango
Target entity description: The Lango are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language and cultural traditions.
  • A. Langa
    Langa is a surname and place name found in various cultures, notably in Southern Africa and parts of Europe.
  • B. Lengoʼ
    Lengoʼ is an Oceanic language spoken by communities in the Solomon Islands, particularly on parts of Guadalcanal.
  • C. Loenga
    Loenga is a small residential and industrial neighborhood in Oslo, Norway, situated near the railway yards and the Oslofjord.
  • D. Luhya
    The Luhya are a major Bantu-speaking ethnic group primarily inhabiting western Kenya, known for their rich cultural traditions and agricultural heritage.
  • E. Ikalanga
    Ikalanga is a Bantu language spoken primarily by the Kalanga people in Botswana and southwestern Zimbabwe.
  • 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_69ca8484838c8190b2049199d22fef70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a6006d48190adc03306533b9be6 completed April 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17939ed4c8190addfb052b762d454 completed April 4, 2026, 8:48 p.m.
NEDg Description generation batch_69d17a732628819098e50a6ecf47b98c completed April 4, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69d17b16d8008190aa9bc71d470be4e5 completed April 4, 2026, 8:56 p.m.
Created at: March 30, 2026, 8:08 p.m.