Triple
T9251806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Sirte (2016) |
E222342
|
entity |
| Predicate | airCampaignName |
P72293
|
FINISHED |
| Object |
Operation Odyssey Lightning
Operation Odyssey Lightning was a 2016 U.S.-led air campaign targeting ISIS positions in Libya in support of local forces.
|
E787654
|
NE FINISHED |
How this triple was built (5 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 Odyssey Lightning | Statement: [Battle of Sirte (2016), airCampaignName, Operation Odyssey Lightning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Odyssey Lightning Context triple: [Battle of Sirte (2016), airCampaignName, Operation Odyssey Lightning]
-
A.
Operation Thunderbolt
Operation Thunderbolt was the 1976 Israeli commando raid on Entebbe Airport in Uganda to rescue hostages from a hijacked Air France flight.
-
B.
Operation Black Thunder
Operation Black Thunder was a series of Indian security force operations in 1986 and 1988 to flush out militants from the Golden Temple complex in Amritsar, Punjab, following the earlier Operation Blue Star.
-
C.
Operation Whirlwind
Operation Whirlwind was the codename for the large-scale Soviet military intervention that crushed the Hungarian Revolution of 1956 and reasserted Soviet control over Hungary.
-
D.
Operation Guardian
Operation Guardian was a specific U.S. nuclear weapons test series conducted as part of the broader American nuclear testing program.
-
E.
Operation Odyssey Dawn
Operation Odyssey Dawn was the 2011 U.S.-led military intervention in Libya that initiated enforcement of a no-fly zone and airstrikes against Muammar Gaddafi’s forces under a United Nations mandate.
- 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 Odyssey Lightning Triple: [Battle of Sirte (2016), airCampaignName, Operation Odyssey Lightning]
Generated description
Operation Odyssey Lightning was a 2016 U.S.-led air campaign targeting ISIS positions in Libya in support of local forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Odyssey Lightning Target entity description: Operation Odyssey Lightning was a 2016 U.S.-led air campaign targeting ISIS positions in Libya in support of local forces.
-
A.
Operation Thunderbolt
Operation Thunderbolt was the 1976 Israeli commando raid on Entebbe Airport in Uganda to rescue hostages from a hijacked Air France flight.
-
B.
Operation Black Thunder
Operation Black Thunder was a series of Indian security force operations in 1986 and 1988 to flush out militants from the Golden Temple complex in Amritsar, Punjab, following the earlier Operation Blue Star.
-
C.
Operation Whirlwind
Operation Whirlwind was the codename for the large-scale Soviet military intervention that crushed the Hungarian Revolution of 1956 and reasserted Soviet control over Hungary.
-
D.
Operation Guardian
Operation Guardian was a specific U.S. nuclear weapons test series conducted as part of the broader American nuclear testing program.
-
E.
Operation Odyssey Dawn
Operation Odyssey Dawn was the 2011 U.S.-led military intervention in Libya that initiated enforcement of a no-fly zone and airstrikes against Muammar Gaddafi’s forces under a United Nations mandate.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: airCampaignName Context triple: [Battle of Sirte (2016), airCampaignName, Operation Odyssey Lightning]
-
A.
militaryOperationName
chosen
Indicates the specific named military operation associated with an action, event, or entity.
-
B.
militaryCampaignOf
Indicates a relationship where a specific military campaign is conducted by, initiated by, or belongs to a particular military force, state, or commander.
-
C.
airCampaignEndDate
Indicates the date on which an air campaign or air-related operation is scheduled or recorded to end.
-
D.
notableAirOperation
Indicates that there is a significant or historically important air operation associated with the subject.
-
E.
airCommander
Indicates that an entity serves as the commanding officer or leader of air forces or air operations for another entity.
- F. None of above.
Provenance (6 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_69ca841d2b18819089f9faf5b2c2aec0 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd05fb1454819098f452846ca4ca61 |
completed | April 1, 2026, 11:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0780650648190bc85452678268134 |
completed | April 4, 2026, 2:31 a.m. |
| NEDg | Description generation | batch_69d080275cdc8190bb900671756bacb8 |
completed | April 4, 2026, 3:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d080c936348190a3bfda72ff5ec5c0 |
completed | April 4, 2026, 3:08 a.m. |
| PD | Predicate disambiguation | batch_69cc7a4e79e48190b3200247f4624867 |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:31 p.m.