Triple
T12653951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loko |
E302234
|
entity |
| Predicate | nativeSpeakersEthnicity |
P5231
|
FINISHED |
| Object | Loko people |
E1194632
|
NE FINISHED |
How this triple was built (3 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: Loko people | Statement: [Loko, nativeSpeakersEthnicity, Loko people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loko people Context triple: [Loko, nativeSpeakersEthnicity, Loko people]
-
A.
Loko people
chosen
The Loko people are an indigenous ethnic group of Sierra Leone known for their distinct language, farming traditions, and cultural practices in the country’s northern and central regions.
-
B.
Laka people
The Laka people are an ethnic group in Central Africa known for their distinct cultural traditions and use of the Laka language.
-
C.
Kurumba people
The Kurumba people are an indigenous tribal community of the Nilgiri Hills in South India, traditionally known as forest dwellers with distinct Dravidian languages and cultural practices.
-
D.
Inga people
The Inga people are an Indigenous group of the Colombian Amazon, culturally and linguistically related to the Quechua, known for their traditional medicine, shamanic practices, and resistance to colonization and extractive industries.
-
E.
Banda-Linda people
The Banda-Linda people are an ethnic group of Central Africa, primarily in the Central African Republic, known for their distinct Banda-Linda language and related cultural traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nativeSpeakersEthnicity Context triple: [Loko, nativeSpeakersEthnicity, Loko people]
-
A.
spokenByEthnicGroup
Indicates that a particular language, dialect, or speech variety is used or spoken by a specified ethnic group.
-
B.
holderEthnicity
Indicates the ethnic background or group to which the holder of something (e.g., a document, account, or item) belongs.
-
C.
sharesEthnicity
Indicates that two entities belong to the same ethnic group or share the same ethnic background.
-
D.
hasNativeSpeakers
chosen
Indicates that a language or dialect is spoken as a first language by one or more people or populations.
-
E.
ethnolinguisticGroups
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
- F. None of above.
Provenance (4 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9617b07ec8190b714f04ae6654060 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff288ba908190a36c4784331d1e60 |
completed | May 10, 2026, 2:50 a.m. |
| PD | Predicate disambiguation | batch_69d960b78ce8819091f15dd5013e6da5 |
completed | April 10, 2026, 8:42 p.m. |
Created at: April 9, 2026, 5:18 p.m.