Triple

T9606232
Position Surface form Disambiguated ID Type / Status
Subject Luo people of Uganda E231977 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Langi people
The Langi people are a Nilotic ethnic group of northern Uganda known for their distinct Luo-related language and cultural traditions.
E916081 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: Langi people | Statement: [Luo people of Uganda, relatedEthnicGroup, Langi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langi people
Context triple: [Luo people of Uganda, relatedEthnicGroup, Langi people]
  • A. Lemolang people
    The Lemolang people are an indigenous ethnic group of Sulawesi, Indonesia, known for their distinct Lemolang language and local cultural traditions.
  • B. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • C. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • D. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • E. Banlam people
    The Banlam people, also known as Hoklo, are a Han Chinese subgroup originating from southern Fujian whose language and culture have significantly influenced communities across Southeast Asia and beyond.
  • 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: Langi people
Triple: [Luo people of Uganda, relatedEthnicGroup, Langi people]
Generated description
The Langi people are a Nilotic ethnic group of northern Uganda known for their distinct Luo-related language and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langi people
Target entity description: The Langi people are a Nilotic ethnic group of northern Uganda known for their distinct Luo-related language and cultural traditions.
  • A. Lemolang people
    The Lemolang people are an indigenous ethnic group of Sulawesi, Indonesia, known for their distinct Lemolang language and local cultural traditions.
  • B. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • C. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • D. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • E. Banlam people
    The Banlam people, also known as Hoklo, are a Han Chinese subgroup originating from southern Fujian whose language and culture have significantly influenced communities across Southeast Asia and beyond.
  • 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_69ca8485a90c819094fe40b42fde9d70 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_69e4f31e3d5c8190a044eaf67ebc9f08 completed April 19, 2026, 3:22 p.m.
NEDg Description generation batch_69e4f7dbfafc8190afa1e9fe67f1296e completed April 19, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff4645948190a2bfcc3a4efd8e2a completed April 19, 2026, 4:13 p.m.
Created at: March 30, 2026, 8:08 p.m.