Triple
T5358153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Air Force |
E102751
|
entity |
| Predicate | trainingLocation |
P40
|
FINISHED |
| Object |
Bishoftu Air Base
Bishoftu Air Base is a major Ethiopian military airfield that serves as a key hub for the Ethiopian Air Force’s operations and pilot training.
|
E514300
|
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: Bishoftu Air Base | Statement: [Ethiopian Air Force, trainingLocation, Bishoftu Air Base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bishoftu Air Base Context triple: [Ethiopian Air Force, trainingLocation, Bishoftu Air Base]
-
A.
Berbera Airport
Berbera Airport is a major airfield in Berbera, Somaliland, historically used as a strategic military and refueling base and now serving civilian air traffic for the region.
-
B.
Galkayo Airport
Galkayo Airport is a regional public airport serving the city of Galkayo in central Somalia, facilitating domestic flights and connecting the Galmudug region with other parts of the country.
-
C.
Djibouti–Ambouli International Airport
Djibouti–Ambouli International Airport is the main civilian and military airport serving the Republic of Djibouti, functioning as a key regional hub for air traffic in the Horn of Africa.
-
D.
Asmara International Airport
Asmara International Airport is the main international gateway to Eritrea, serving the capital city of Asmara and handling the country’s primary commercial air traffic.
-
E.
Aden Adde International Airport
Aden Adde International Airport is the main international airport serving Mogadishu and the primary aviation gateway to Somalia.
- 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: Bishoftu Air Base Triple: [Ethiopian Air Force, trainingLocation, Bishoftu Air Base]
Generated description
Bishoftu Air Base is a major Ethiopian military airfield that serves as a key hub for the Ethiopian Air Force’s operations and pilot training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bishoftu Air Base Target entity description: Bishoftu Air Base is a major Ethiopian military airfield that serves as a key hub for the Ethiopian Air Force’s operations and pilot training.
-
A.
Berbera Airport
Berbera Airport is a major airfield in Berbera, Somaliland, historically used as a strategic military and refueling base and now serving civilian air traffic for the region.
-
B.
Galkayo Airport
Galkayo Airport is a regional public airport serving the city of Galkayo in central Somalia, facilitating domestic flights and connecting the Galmudug region with other parts of the country.
-
C.
Djibouti–Ambouli International Airport
Djibouti–Ambouli International Airport is the main civilian and military airport serving the Republic of Djibouti, functioning as a key regional hub for air traffic in the Horn of Africa.
-
D.
Asmara International Airport
Asmara International Airport is the main international gateway to Eritrea, serving the capital city of Asmara and handling the country’s primary commercial air traffic.
-
E.
Aden Adde International Airport
Aden Adde International Airport is the main international airport serving Mogadishu and the primary aviation gateway to Somalia.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd8631ca2c8190856258bf340f6e5d |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e6762481909278935a4eeee177 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf228956d481909e9f3c11f4597cce |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf230b571481909f76ada72d94c8d8 |
completed | March 21, 2026, 11 p.m. |
Created at: March 20, 2026, 2:02 p.m.