Triple
T16039678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaonde people |
E389060
|
entity |
| Predicate | neighboringEthnicGroups |
P11274
|
FINISHED |
| Object |
Lamba people
The Lamba people are a Bantu-speaking ethnic group primarily inhabiting Zambia’s Copperbelt and parts of the Democratic Republic of the Congo, known for their mining-region presence and rich oral traditions.
|
E1245466
|
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: Lamba people | Statement: [Kaonde people, neighboringEthnicGroups, Lamba people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lamba people Context triple: [Kaonde people, neighboringEthnicGroups, Lamba people]
-
A.
Limbu people
The Limbu people are an indigenous ethnic group of the eastern Himalayas, primarily in eastern Nepal and neighboring regions of India, known for their distinct Kirati culture, language, and traditions.
-
B.
Halchidhoma people
The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
-
C.
Bajuni people
The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
-
D.
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.
-
E.
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.
- 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: Lamba people Triple: [Kaonde people, neighboringEthnicGroups, Lamba people]
Generated description
The Lamba people are a Bantu-speaking ethnic group primarily inhabiting Zambia’s Copperbelt and parts of the Democratic Republic of the Congo, known for their mining-region presence and rich oral traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lamba people Target entity description: The Lamba people are a Bantu-speaking ethnic group primarily inhabiting Zambia’s Copperbelt and parts of the Democratic Republic of the Congo, known for their mining-region presence and rich oral traditions.
-
A.
Limbu people
The Limbu people are an indigenous ethnic group of the eastern Himalayas, primarily in eastern Nepal and neighboring regions of India, known for their distinct Kirati culture, language, and traditions.
-
B.
Halchidhoma people
The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
-
C.
Bajuni people
The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
-
D.
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.
-
E.
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.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833f84188190baa3a452df880284 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b31b3b4819095d0c24ee471e2a9 |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011ba6787081909707739412271348 |
completed | May 10, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011c05dbcc81909dda19bc181def21 |
completed | May 11, 2026, midnight |
Created at: April 10, 2026, 4:56 a.m.