Triple
T4752632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kenya Air Force |
E105512
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object |
Operation Linda Nchi
Operation Linda Nchi was a Kenyan military intervention launched in 2011 against the Islamist militant group Al-Shabaab in southern Somalia.
|
E467423
|
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: Operation Linda Nchi | Statement: [Kenya Air Force, engagement, Operation Linda Nchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Linda Nchi Context triple: [Kenya Air Force, engagement, Operation Linda Nchi]
-
A.
Operation Okra
Operation Okra is the Australian Defence Force’s contribution to the US-led military campaign against ISIS in Iraq and Syria, involving airstrikes, training, and support operations.
-
B.
Operation Tuleta
Operation Tuleta was a British police investigation into alleged computer hacking and related privacy breaches linked to the wider News International phone hacking scandal.
-
C.
Operation Nekka
Operation Nekka was a 1933 Japanese Kwantung Army military campaign that led to the occupation of Rehe (Jehol) province and further consolidated Japan’s control over northern China.
-
D.
Operation Ariel
Operation Ariel was the World War II British evacuation of Allied troops and civilians from western France in June 1940, following the Dunkirk evacuation.
-
E.
Operation Nicety
Operation Nicety was a World War II British deception operation designed to mislead Axis forces about Allied intentions in North Africa.
- 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: Operation Linda Nchi Triple: [Kenya Air Force, engagement, Operation Linda Nchi]
Generated description
Operation Linda Nchi was a Kenyan military intervention launched in 2011 against the Islamist militant group Al-Shabaab in southern Somalia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Linda Nchi Target entity description: Operation Linda Nchi was a Kenyan military intervention launched in 2011 against the Islamist militant group Al-Shabaab in southern Somalia.
-
A.
Operation Okra
Operation Okra is the Australian Defence Force’s contribution to the US-led military campaign against ISIS in Iraq and Syria, involving airstrikes, training, and support operations.
-
B.
Operation Tuleta
Operation Tuleta was a British police investigation into alleged computer hacking and related privacy breaches linked to the wider News International phone hacking scandal.
-
C.
Operation Nekka
Operation Nekka was a 1933 Japanese Kwantung Army military campaign that led to the occupation of Rehe (Jehol) province and further consolidated Japan’s control over northern China.
-
D.
Operation Ariel
Operation Ariel was the World War II British evacuation of Allied troops and civilians from western France in June 1940, following the Dunkirk evacuation.
-
E.
Operation Nicety
Operation Nicety was a World War II British deception operation designed to mislead Axis forces about Allied intentions in North Africa.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64e5fba88190b1f28d1b0eed3f8e |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a5ddf088190892d31275adb39ba |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d05e8a081908cdcb37620078fa6 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3daa7e0081908971df65613c9df6 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.