Triple
T15475212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Semitic peoples |
E376766
|
entity |
| Predicate | subclassOf |
P1244
|
FINISHED |
| Object |
Afroasiatic peoples
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.
|
E1159292
|
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: Afroasiatic peoples | Statement: [Semitic peoples, subclassOf, Afroasiatic peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afroasiatic peoples Context triple: [Semitic peoples, subclassOf, Afroasiatic peoples]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
African peoples
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
- 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: Afroasiatic peoples Triple: [Semitic peoples, subclassOf, Afroasiatic peoples]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Afroasiatic peoples Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
African peoples
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
- 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_69d85cd21dcc81908646251b1c26ea00 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f6e859481909c3d08343b7ad27c |
completed | April 16, 2026, 1:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2d093ccc8190aefc355a837c83f4 |
completed | May 9, 2026, 12:48 p.m. |
| NEDg | Description generation | batch_69ff3015ee2c8190ad2c28cd2850d903 |
completed | May 9, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff30ed9a5481909cefad0ef877a2e9 |
completed | May 9, 2026, 1:04 p.m. |
Created at: April 10, 2026, 3:34 a.m.