Triple

T7394453
Position Surface form Disambiguated ID Type / Status
Subject Al Anbar campaign E170585 entity
Predicate significantEvent P259 FINISHED
Object Operation Iron Fist
Operation Iron Fist was a 2005 U.S.-led military offensive in Iraq’s Al Anbar province aimed at disrupting insurgent strongholds and cross-border militant activity near the Syrian border.
E661122 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 Iron Fist | Statement: [Al Anbar campaign, significantEvent, Operation Iron Fist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Iron Fist
Context triple: [Al Anbar campaign, significantEvent, Operation Iron Fist]
  • A. Operation Phantom Fury
    Operation Phantom Fury was a major 2004 U.S.-led offensive in Iraq aimed at retaking the insurgent stronghold of Fallujah in some of the fiercest urban combat of the Iraq War.
  • B. Operation Thunderbolt
    Operation Thunderbolt was the 1976 Israeli commando raid on Entebbe Airport in Uganda to rescue hostages from a hijacked Air France flight.
  • C. Operation Mandrel
    Operation Mandrel was a series of U.S. nuclear weapons tests conducted during the Cold War as part of the broader American nuclear testing program.
  • D. Operation Hummingbird
    Operation Hummingbird was the codename for the 1934 purge in Nazi Germany, commonly known as the Night of the Long Knives, during which Adolf Hitler eliminated political rivals and consolidated his power.
  • E. Operation Crimp
    Operation Crimp was a major 1966 U.S.-Australian military offensive during the Vietnam War aimed at disrupting Viet Cong operations in the Cu Chi region by searching for and destroying their extensive tunnel network.
  • 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 Iron Fist
Triple: [Al Anbar campaign, significantEvent, Operation Iron Fist]
Generated description
Operation Iron Fist was a 2005 U.S.-led military offensive in Iraq’s Al Anbar province aimed at disrupting insurgent strongholds and cross-border militant activity near the Syrian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Iron Fist
Target entity description: Operation Iron Fist was a 2005 U.S.-led military offensive in Iraq’s Al Anbar province aimed at disrupting insurgent strongholds and cross-border militant activity near the Syrian border.
  • A. Operation Phantom Fury
    Operation Phantom Fury was a major 2004 U.S.-led offensive in Iraq aimed at retaking the insurgent stronghold of Fallujah in some of the fiercest urban combat of the Iraq War.
  • B. Operation Thunderbolt
    Operation Thunderbolt was the 1976 Israeli commando raid on Entebbe Airport in Uganda to rescue hostages from a hijacked Air France flight.
  • C. Operation Mandrel
    Operation Mandrel was a series of U.S. nuclear weapons tests conducted during the Cold War as part of the broader American nuclear testing program.
  • D. Operation Hummingbird
    Operation Hummingbird was the codename for the 1934 purge in Nazi Germany, commonly known as the Night of the Long Knives, during which Adolf Hitler eliminated political rivals and consolidated his power.
  • E. Operation Crimp
    Operation Crimp was a major 1966 U.S.-Australian military offensive during the Vietnam War aimed at disrupting Viet Cong operations in the Cu Chi region by searching for and destroying their extensive tunnel network.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2263b48819089319a2a2f0d3357 completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810fcb1408190a6ed22213bd7830b completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c8119611148190ae72e52242798dfe completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8121126e08190a95ab570569158cf completed March 28, 2026, 5:38 p.m.
Created at: March 27, 2026, 3:09 p.m.