Triple
T9583112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Special Forces |
E231221
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Liyu Hayl
Liyu Hayl is a regional paramilitary special police force in Ethiopia, particularly active in the Somali Region and known for its role in counterinsurgency and internal security operations.
|
E809375
|
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: Liyu Hayl | Statement: [Ethiopian Special Forces, alsoKnownAs, Liyu Hayl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liyu Hayl Context triple: [Ethiopian Special Forces, alsoKnownAs, Liyu Hayl]
-
A.
Hailu Hakka
Hailu Hakka is a major regional variety of the Hakka Chinese language, spoken primarily in parts of Guangdong and neighboring areas and known for its distinctive phonology and vocabulary.
-
B.
Lebna Dengel
Lebna Dengel was an early 16th-century emperor of Ethiopia known for his struggles against Muslim invasions and for initiating contact with Portugal in search of military support.
-
C.
Haya
Haya is a feminine given name of Arabic origin, commonly used in the Middle East and among Arabic-speaking communities.
-
D.
Haya
The Haya are a Bantu-speaking ethnic group of northwestern Tanzania, known for their advanced precolonial ironworking and intensive banana-based agriculture around Lake Victoria.
-
E.
Haga Nygata
Haga Nygata is a historic, cobblestoned main street in Gothenburg’s Haga district, known for its preserved wooden houses, cafés, and small shops.
- 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: Liyu Hayl Triple: [Ethiopian Special Forces, alsoKnownAs, Liyu Hayl]
Generated description
Liyu Hayl is a regional paramilitary special police force in Ethiopia, particularly active in the Somali Region and known for its role in counterinsurgency and internal security operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liyu Hayl Target entity description: Liyu Hayl is a regional paramilitary special police force in Ethiopia, particularly active in the Somali Region and known for its role in counterinsurgency and internal security operations.
-
A.
Hailu Hakka
Hailu Hakka is a major regional variety of the Hakka Chinese language, spoken primarily in parts of Guangdong and neighboring areas and known for its distinctive phonology and vocabulary.
-
B.
Lebna Dengel
Lebna Dengel was an early 16th-century emperor of Ethiopia known for his struggles against Muslim invasions and for initiating contact with Portugal in search of military support.
-
C.
Haya
Haya is a feminine given name of Arabic origin, commonly used in the Middle East and among Arabic-speaking communities.
-
D.
Haya
The Haya are a Bantu-speaking ethnic group of northwestern Tanzania, known for their advanced precolonial ironworking and intensive banana-based agriculture around Lake Victoria.
-
E.
Haga Nygata
Haga Nygata is a historic, cobblestoned main street in Gothenburg’s Haga district, known for its preserved wooden houses, cafés, and small shops.
- 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_69ca848161688190a68d514a0a9d5129 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99cebaf081908033536a53fbf668 |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d16176ccf081908eb079ddd762ba28 |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d165c365988190a751703b631a66be |
completed | April 4, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d16698b4ec8190b3b8a2432e65d8e8 |
completed | April 4, 2026, 7:29 p.m. |
Created at: March 30, 2026, 8:06 p.m.