Triple
T18913330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agew peoples |
E462658
|
entity |
| Predicate | ethnolinguisticCategory |
P46225
|
FINISHED |
| Object | Afroasiatic peoples |
—
|
NE NERFINISHED |
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: Afroasiatic peoples | Statement: [Agew peoples, ethnolinguisticCategory, Afroasiatic peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afroasiatic peoples Context triple: [Agew peoples, ethnolinguisticCategory, Afroasiatic peoples]
-
A.
Afroasiatic peoples
chosen
Afroasiatic peoples are a large and diverse group of ethnic and linguistic communities indigenous to parts of North Africa, the Horn of Africa, the Sahel, and the Middle East, united by their use of Afroasiatic languages.
-
B.
Semitic peoples
The Semitic peoples are a diverse group of ancient and modern ethnic groups originating in the Near East who speak Semitic languages, including Akkadians, Arameans, Arabs, Hebrews, and others.
-
C.
Levantine peoples
Levantine peoples are the diverse ethnic and cultural groups indigenous to the Eastern Mediterranean region encompassing modern-day Lebanon, Syria, Jordan, Palestine, Israel, and surrounding areas.
-
D.
Afroasiatic languages
Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
-
E.
Omotic peoples
Omotic peoples are diverse ethnic groups indigenous to southwestern Ethiopia, primarily known for their distinct cultures and for speaking the Omotic branch of Afroasiatic languages.
- 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: ethnolinguisticCategory Context triple: [Agew peoples, ethnolinguisticCategory, Afroasiatic peoples]
-
A.
ethnolinguisticGroups
chosen
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
B.
ethnolinguisticCluster
Indicates a relationship where entities are grouped together based on shared ethnic and linguistic characteristics, treating them as part of the same ethnolinguistic cluster.
-
C.
ethnoLinguisticRegionOf
Indicates that a region is defined or characterized by the shared ethnic and linguistic identity of the group associated with it.
-
D.
ethnicCategoryIn
Indicates that an entity belongs to or is classified within a specified ethnic category in a given context.
-
E.
hasEthnolinguisticContext
Indicates that something is associated with, shaped by, or understood within a specific ethnolinguistic (cultural and language-based) context.
- F. None of above.
Provenance (3 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_69d8dcfdbbb881909964fa5a75bd0b48 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c624516c81909e6bf04707d3c71c |
completed | April 20, 2026, 6:22 a.m. |
| PD | Predicate disambiguation | batch_69e4a2e9e6488190ba8df92c8058ed88 |
completed | April 19, 2026, 9:39 a.m. |
Created at: April 10, 2026, 11:58 a.m.