Triple

T7465646
Position Surface form Disambiguated ID Type / Status
Subject Operation Iraqi Freedom E176365 entity
Predicate initialPhaseName P38737 FINISHED
Object Shock and Awe
Shock and Awe was the massive U.S.-led aerial bombardment campaign at the outset of the 2003 invasion of Iraq, intended to rapidly overwhelm Iraqi forces through overwhelming firepower and psychological impact.
E667173 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: Shock and Awe | Statement: [Operation Iraqi Freedom, initialPhaseName, Shock and Awe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shock and Awe
Context triple: [Operation Iraqi Freedom, initialPhaseName, Shock and Awe]
  • A. Odyssey Dawn
    Odyssey Dawn was the U.S. codename for its initial military intervention in the 2011 NATO-led campaign over Libya.
  • B. Operation Atilla
    Operation Atilla was the codename for Turkey’s 1974 military invasion of Cyprus, which led to the island’s de facto partition into Greek Cypriot and Turkish Cypriot zones.
  • C. Search and Destroy
    Search and Destroy is a popular competitive multiplayer mode in the Call of Duty series that centers on teams alternately attacking and defending bomb sites with no respawns per round.
  • D. Search and Destroy
    "Search and Destroy" is a seminal proto-punk song by The Stooges, renowned for its raw energy, aggressive guitar riffs, and influential role in shaping punk rock.
  • E. Bitwa nad Bzurą
    Bitwa nad Bzurą była największą bitwą kampanii wrześniowej 1939 roku w Polsce, stoczoną między wojskami polskimi a niemieckimi nad rzeką Bzurą.
  • 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: Shock and Awe
Triple: [Operation Iraqi Freedom, initialPhaseName, Shock and Awe]
Generated description
Shock and Awe was the massive U.S.-led aerial bombardment campaign at the outset of the 2003 invasion of Iraq, intended to rapidly overwhelm Iraqi forces through overwhelming firepower and psychological impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shock and Awe
Target entity description: Shock and Awe was the massive U.S.-led aerial bombardment campaign at the outset of the 2003 invasion of Iraq, intended to rapidly overwhelm Iraqi forces through overwhelming firepower and psychological impact.
  • A. Odyssey Dawn
    Odyssey Dawn was the U.S. codename for its initial military intervention in the 2011 NATO-led campaign over Libya.
  • B. Operation Atilla
    Operation Atilla was the codename for Turkey’s 1974 military invasion of Cyprus, which led to the island’s de facto partition into Greek Cypriot and Turkish Cypriot zones.
  • C. Search and Destroy
    Search and Destroy is a popular competitive multiplayer mode in the Call of Duty series that centers on teams alternately attacking and defending bomb sites with no respawns per round.
  • D. Search and Destroy
    "Search and Destroy" is a seminal proto-punk song by The Stooges, renowned for its raw energy, aggressive guitar riffs, and influential role in shaping punk rock.
  • E. Bitwa nad Bzurą
    Bitwa nad Bzurą była największą bitwą kampanii wrześniowej 1939 roku w Polsce, stoczoną między wojskami polskimi a niemieckimi nad rzeką Bzurą.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: initialPhaseName
Context triple: [Operation Iraqi Freedom, initialPhaseName, Shock and Awe]
  • A. initialStage
    Indicates that one entity represents the first or starting phase in a sequence, process, or development of another entity.
  • B. codeNameOfPhase
    Indicates that an entity is assigned a specific code name corresponding to a particular phase in a process or lifecycle.
  • C. firstStageName chosen
    Indicates that one entity is the initial or earliest stage name associated with another entity in a sequence or lifecycle.
  • D. mainPhase
    Indicates that an event, action, or state occurs during the primary or central phase of a larger process or sequence.
  • E. programPhase
    Indicates the specific stage or phase within a broader program or process that an entity is currently associated with.
  • 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_69c69f21632481908bf83f6c6da897e3 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3f412908190ac910ecae682d6f6 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8346ff7d881909dc2bef5d26d0acf completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c835ce5bbc8190b968535c16cfc660 completed March 28, 2026, 8:10 p.m.
NED2 Entity disambiguation (via description) batch_69c836a80eb081908b9937944fe18661 completed March 28, 2026, 8:14 p.m.
PD Predicate disambiguation batch_69c6f03bad9c8190bdd5abb86d37df47 completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:40 p.m.