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.