Triple
T11469257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naro language |
E271857
|
entity |
| Predicate | hasCommunityOrganizationInvolved |
P29613
|
FINISHED |
| Object | Naro Language Project |
E271857
|
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: Naro Language Project | Statement: [Naro language, hasCommunityOrganizationInvolved, Naro Language Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naro Language Project Context triple: [Naro language, hasCommunityOrganizationInvolved, Naro Language Project]
-
A.
Naro language
chosen
The Naro language is a Khoe (Khoisan) language spoken primarily by the Naro people of Botswana and Namibia, known for its use of click consonants.
-
B.
Naoero language
The Naoero language is an Austronesian language spoken by the indigenous population of the Pacific island nation of Nauru.
-
C.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
D.
Nngu language
Nngu is a Bantu language spoken on the northeast coast of Africa, belonging to the Northeast Coast Bantu subgroup.
-
E.
Sango language
Sango is a Central African lingua franca and national language of the Central African Republic, originating as a Ngbandi-based trade language and now used widely in government, education, and daily communication.
- 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: hasCommunityOrganizationInvolved Context triple: [Naro language, hasCommunityOrganizationInvolved, Naro Language Project]
-
A.
hasCommunityService
Indicates that an entity is associated with, participates in, or is subject to community service activities or obligations.
-
B.
hasCommunityEfforts
Indicates that an entity engages in or is associated with organized activities or initiatives intended to benefit a community.
-
C.
hasCommunityIn
Indicates that a community is present, active, or established within a specified location, platform, or context.
-
D.
hasCivicOrganization
chosen
Indicates that an entity is associated with, supported by, or contains a civic organization, such as a community, volunteer, or public-interest group.
-
E.
hasCommunityCouncil
Indicates that an entity is governed, represented, or overseen by a community council.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d82949e3688190b024a4980666c94f |
completed | April 9, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e94ea4748190b375e644b2f1a46c |
completed | April 20, 2026, 8:52 a.m. |
| PD | Predicate disambiguation | batch_69d8086ecd6c81908f424864857762d6 |
completed | April 9, 2026, 8:13 p.m. |
Created at: April 8, 2026, 9:35 p.m.