Triple
T546384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Semitic languages |
E12741
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
South Semitic languages
South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
|
E70016
|
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: South Semitic languages | Statement: [Semitic languages, hasSubfamily, South Semitic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Semitic languages Context triple: [Semitic languages, hasSubfamily, South Semitic languages]
-
A.
Central Semitic languages
Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
-
B.
Semitic languages
Semitic languages are a branch of the Afroasiatic language family that includes historically and culturally significant languages such as Hebrew, Arabic, and Aramaic, spoken across the Middle East and parts of Africa.
-
C.
Northwest Semitic
Northwest Semitic is a branch of the Semitic language family that includes languages such as Hebrew, Aramaic, and Phoenician, historically spoken in the Levant.
-
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.
Sabellic languages
The Sabellic languages are an extinct group of closely related Italic languages once spoken in central and southern Italy, distinct from Latin and including varieties such as Oscan and Umbrian.
- 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: South Semitic languages Triple: [Semitic languages, hasSubfamily, South Semitic languages]
Generated description
South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Semitic languages Target entity description: South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
-
A.
Central Semitic languages
Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
-
B.
Semitic languages
Semitic languages are a branch of the Afroasiatic language family that includes historically and culturally significant languages such as Hebrew, Arabic, and Aramaic, spoken across the Middle East and parts of Africa.
-
C.
Northwest Semitic
Northwest Semitic is a branch of the Semitic language family that includes languages such as Hebrew, Aramaic, and Phoenician, historically spoken in the Levant.
-
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.
Sabellic languages
The Sabellic languages are an extinct group of closely related Italic languages once spoken in central and southern Italy, distinct from Latin and including varieties such as Oscan and Umbrian.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498e150e88190b35b1bc7a376ca07 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e9b92f1c8190bdcf5ae3a07edb3a |
completed | March 2, 2026, 1:36 a.m. |
| NEDg | Description generation | batch_69a4ea5488948190aab4d3ef1696844f |
completed | March 2, 2026, 1:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4eaa40a608190b567fb808b0a7dd1 |
completed | March 2, 2026, 1:40 a.m. |
Created at: March 1, 2026, 7:32 p.m.