Triple
T2368037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moses the Black |
E46027
|
entity |
| Predicate | ethnicity |
P194
|
FINISHED |
| Object |
Ethiopian
Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
|
E263902
|
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: Ethiopian | Statement: [Moses the Black, ethnicity, Ethiopian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethiopian Context triple: [Moses the Black, ethnicity, Ethiopian]
-
A.
ETHIOPIAN
ETHIOPIAN is the radio callsign used by Ethiopian Airlines for its flight operations and air traffic communications.
-
B.
Oromo
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
C.
Amharic
Amharic is a Semitic language widely spoken in Ethiopia and used as a major language of government, education, and media in the country.
-
D.
Ge'ez
Ge'ez is an ancient Semitic language of Ethiopia and Eritrea, best known today as the classical and liturgical language of the Ethiopian and Eritrean Orthodox Tewahedo Churches.
-
E.
Ethiopian Semitic
Ethiopian Semitic is a subgroup of the Semitic language family spoken primarily in Ethiopia and Eritrea, encompassing languages such as Amharic, Tigrinya, and Ge'ez.
- 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: Ethiopian Triple: [Moses the Black, ethnicity, Ethiopian]
Generated description
Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ethiopian Target entity description: Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
-
A.
ETHIOPIAN
ETHIOPIAN is the radio callsign used by Ethiopian Airlines for its flight operations and air traffic communications.
-
B.
Oromo
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
C.
Amharic
Amharic is a Semitic language widely spoken in Ethiopia and used as a major language of government, education, and media in the country.
-
D.
Ge'ez
Ge'ez is an ancient Semitic language of Ethiopia and Eritrea, best known today as the classical and liturgical language of the Ethiopian and Eritrean Orthodox Tewahedo Churches.
-
E.
Ethiopian Semitic
Ethiopian Semitic is a subgroup of the Semitic language family spoken primarily in Ethiopia and Eritrea, encompassing languages such as Amharic, Tigrinya, and Ge'ez.
- 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_69a88a145268819083e2736cb835c696 |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc76bf75c8190b014c3dbfc46bba3 |
completed | March 7, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3c5c4b881909ad3223206fb2940 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb5ecd0208190930ce8f991869426 |
completed | March 9, 2026, 11:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb6497b7c8190a95913e54fd2fb92 |
completed | March 9, 2026, noon |
Created at: March 4, 2026, 7:56 p.m.