Triple

T10180063
Position Surface form Disambiguated ID Type / Status
Subject Israel Defense Forces E235959 entity
Predicate notableOperation P2336 FINISHED
Object Operation Iron Swords
Operation Iron Swords is the large-scale Israeli military campaign launched in response to the Hamas-led attacks of October 7, 2023, involving extensive airstrikes and ground operations primarily in the Gaza Strip.
E846316 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 Swords | Statement: [Israel Defense Forces, notableOperation, Operation Iron Swords]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Iron Swords
Context triple: [Israel Defense Forces, notableOperation, Operation Iron Swords]
  • A. Operation Galvanic
    Operation Galvanic was the U.S. amphibious offensive in November 1943 that launched the Gilbert Islands campaign in the central Pacific, including the bloody Battle of Tarawa, during World War II.
  • B. Operation Strike
    Operation Strike was a key Allied military operation during World War II’s Tunisian campaign that contributed to the final defeat of Axis forces in North Africa.
  • C. Operation Battleaxe
    Operation Battleaxe was a British-led World War II offensive in June 1941 aimed at relieving the besieged city of Tobruk and pushing Axis forces back in North Africa.
  • D. Operation Thunderbolt
    Operation Thunderbolt was the 1976 Israeli commando raid on Entebbe Airport in Uganda to rescue hostages from a hijacked Air France flight.
  • E. Operation Judgment
    Operation Judgment was the British Royal Navy’s World War II carrier-based air attack on the Italian fleet at Taranto in November 1940, a pioneering strike that demonstrated the effectiveness of naval aviation against battleships in harbor.
  • 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 Swords
Triple: [Israel Defense Forces, notableOperation, Operation Iron Swords]
Generated description
Operation Iron Swords is the large-scale Israeli military campaign launched in response to the Hamas-led attacks of October 7, 2023, involving extensive airstrikes and ground operations primarily in the Gaza Strip.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Iron Swords
Target entity description: Operation Iron Swords is the large-scale Israeli military campaign launched in response to the Hamas-led attacks of October 7, 2023, involving extensive airstrikes and ground operations primarily in the Gaza Strip.
  • A. Operation Galvanic
    Operation Galvanic was the U.S. amphibious offensive in November 1943 that launched the Gilbert Islands campaign in the central Pacific, including the bloody Battle of Tarawa, during World War II.
  • B. Operation Strike
    Operation Strike was a key Allied military operation during World War II’s Tunisian campaign that contributed to the final defeat of Axis forces in North Africa.
  • C. Operation Battleaxe
    Operation Battleaxe was a British-led World War II offensive in June 1941 aimed at relieving the besieged city of Tobruk and pushing Axis forces back in North Africa.
  • D. Operation Thunderbolt
    Operation Thunderbolt was the 1976 Israeli commando raid on Entebbe Airport in Uganda to rescue hostages from a hijacked Air France flight.
  • E. Operation Judgment
    Operation Judgment was the British Royal Navy’s World War II carrier-based air attack on the Italian fleet at Taranto in November 1940, a pioneering strike that demonstrated the effectiveness of naval aviation against battleships in harbor.
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdecd7ed608190bfdec8b61cc99205 completed April 2, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d301373a008190b8d39a8db4167e4f completed April 6, 2026, 12:41 a.m.
NEDg Description generation batch_69d3028994fc81908507449a10e7e093 completed April 6, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69d3031ed1e88190b9906338285a6e46 completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:11 p.m.