Triple
T9583113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Special Forces |
E231221
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Regional Special Forces
Regional Special Forces are Ethiopia’s regionally organized paramilitary units that operate alongside federal security forces to conduct specialized military and internal security operations.
|
E809376
|
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: Regional Special Forces | Statement: [Ethiopian Special Forces, alsoKnownAs, Regional Special Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Special Forces Context triple: [Ethiopian Special Forces, alsoKnownAs, Regional Special Forces]
-
A.
Special Forces
Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
-
B.
Special Operations Force
Special Operations Force is an elite Irish military unit specializing in high-risk missions such as counter-terrorism, hostage rescue, and special reconnaissance.
-
C.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
-
D.
Special Operations Forces
Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
-
E.
División de Fuerzas Especiales
The División de Fuerzas Especiales is an elite formation of the Chilean Army specializing in high-readiness, special operations and rapid deployment missions.
- 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: Regional Special Forces Triple: [Ethiopian Special Forces, alsoKnownAs, Regional Special Forces]
Generated description
Regional Special Forces are Ethiopia’s regionally organized paramilitary units that operate alongside federal security forces to conduct specialized military and internal security operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regional Special Forces Target entity description: Regional Special Forces are Ethiopia’s regionally organized paramilitary units that operate alongside federal security forces to conduct specialized military and internal security operations.
-
A.
Special Forces
Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
-
B.
Special Operations Force
Special Operations Force is an elite Irish military unit specializing in high-risk missions such as counter-terrorism, hostage rescue, and special reconnaissance.
-
C.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
-
D.
Special Operations Forces
Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
-
E.
División de Fuerzas Especiales
The División de Fuerzas Especiales is an elite formation of the Chilean Army specializing in high-readiness, special operations and rapid deployment missions.
- 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.