Triple
T15802417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopic manuscripts |
E383127
|
entity |
| Predicate | studiedInField |
P770
|
FINISHED |
| Object |
Ethiopian studies
Ethiopian studies is an interdisciplinary academic field focused on the history, languages, literature, religions, and cultures of Ethiopia and the Horn of Africa.
|
E1176650
|
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 studies | Statement: [Ethiopic manuscripts, studiedInField, Ethiopian studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethiopian studies Context triple: [Ethiopic manuscripts, studiedInField, Ethiopian studies]
-
A.
African studies
African studies is an interdisciplinary academic field focused on the histories, cultures, politics, societies, and economies of the African continent and its diasporas.
-
B.
Ethiopian literature
Ethiopian literature encompasses a rich tradition of written and oral works in languages such as Ge'ez, Amharic, and Oromo, shaped by religious, historical, and cultural currents over many centuries.
-
C.
The Non-Semitic Languages of Ethiopia
The Non-Semitic Languages of Ethiopia is a seminal linguistic study that surveys and analyzes the Cushitic and other non-Semitic language families spoken in Ethiopia.
-
D.
Ethiopian Sprachbund
The Ethiopian Sprachbund is a linguistic convergence area in Ethiopia where languages from different families share common structural features due to long-term contact and mutual influence.
-
E.
Ethiopic
Ethiopic is a writing system used primarily for languages of Ethiopia and Eritrea, such as Amharic, Tigrinya, and Geʽez.
- 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 studies Triple: [Ethiopic manuscripts, studiedInField, Ethiopian studies]
Generated description
Ethiopian studies is an interdisciplinary academic field focused on the history, languages, literature, religions, and cultures of Ethiopia and the Horn of Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ethiopian studies Target entity description: Ethiopian studies is an interdisciplinary academic field focused on the history, languages, literature, religions, and cultures of Ethiopia and the Horn of Africa.
-
A.
African studies
African studies is an interdisciplinary academic field focused on the histories, cultures, politics, societies, and economies of the African continent and its diasporas.
-
B.
Ethiopian literature
Ethiopian literature encompasses a rich tradition of written and oral works in languages such as Ge'ez, Amharic, and Oromo, shaped by religious, historical, and cultural currents over many centuries.
-
C.
The Non-Semitic Languages of Ethiopia
The Non-Semitic Languages of Ethiopia is a seminal linguistic study that surveys and analyzes the Cushitic and other non-Semitic language families spoken in Ethiopia.
-
D.
Ethiopian Sprachbund
The Ethiopian Sprachbund is a linguistic convergence area in Ethiopia where languages from different families share common structural features due to long-term contact and mutual influence.
-
E.
Ethiopic
Ethiopic is a writing system used primarily for languages of Ethiopia and Eritrea, such as Amharic, Tigrinya, and Geʽez.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b523bf508190af4a54bdc983a9a1 |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90b2fd148190b3819d7c41505d52 |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff935867d08190955c2d665a761a5e |
completed | May 9, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff93fc19048190981d8e44ee5222f7 |
completed | May 9, 2026, 8:07 p.m. |
Created at: April 10, 2026, 4:48 a.m.