Triple

T4884405
Position Surface form Disambiguated ID Type / Status
Subject South Lebanon conflict E109404 entity
Predicate significantEvent P259 FINISHED
Object Operation Grapes of Wrath
Operation Grapes of Wrath was a 1996 Israeli military campaign against Hezbollah in southern Lebanon, marked by extensive shelling and the controversial Qana massacre, which drew widespread international condemnation.
E477623 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 Grapes of Wrath | Statement: [South Lebanon conflict, significantEvent, Operation Grapes of Wrath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Grapes of Wrath
Context triple: [South Lebanon conflict, significantEvent, Operation Grapes of Wrath]
  • A. The Grapes of Wrath
    The Grapes of Wrath is John Steinbeck’s landmark 1939 novel that follows the Joad family’s harrowing journey from Oklahoma to California, exposing the human cost of economic hardship and social injustice during the Great Depression.
  • B. The Ghost of Tom Joad
    The Ghost of Tom Joad is a stark, acoustic-driven folk album by Bruce Springsteen that explores themes of social injustice, poverty, and the struggles of marginalized people in contemporary America.
  • C. Living with the Land
    Living with the Land is an educational boat ride at EPCOT in Walt Disney World that explores sustainable agriculture and innovative farming techniques through greenhouses and experimental growing areas.
  • D. War Comes to America
    War Comes to America is a World War II-era American documentary film directed by Frank Capra that explains the historical and political events leading to the United States’ entry into the war.
  • E. Operation Vittles
    Operation Vittles was the U.S. military’s codename for its large-scale air supply effort to deliver food, fuel, and other essentials to West Berlin during the Berlin Airlift of 1948–1949.
  • 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 Grapes of Wrath
Triple: [South Lebanon conflict, significantEvent, Operation Grapes of Wrath]
Generated description
Operation Grapes of Wrath was a 1996 Israeli military campaign against Hezbollah in southern Lebanon, marked by extensive shelling and the controversial Qana massacre, which drew widespread international condemnation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Grapes of Wrath
Target entity description: Operation Grapes of Wrath was a 1996 Israeli military campaign against Hezbollah in southern Lebanon, marked by extensive shelling and the controversial Qana massacre, which drew widespread international condemnation.
  • A. The Grapes of Wrath
    The Grapes of Wrath is John Steinbeck’s landmark 1939 novel that follows the Joad family’s harrowing journey from Oklahoma to California, exposing the human cost of economic hardship and social injustice during the Great Depression.
  • B. The Ghost of Tom Joad
    The Ghost of Tom Joad is a stark, acoustic-driven folk album by Bruce Springsteen that explores themes of social injustice, poverty, and the struggles of marginalized people in contemporary America.
  • C. Living with the Land
    Living with the Land is an educational boat ride at EPCOT in Walt Disney World that explores sustainable agriculture and innovative farming techniques through greenhouses and experimental growing areas.
  • D. War Comes to America
    War Comes to America is a World War II-era American documentary film directed by Frank Capra that explains the historical and political events leading to the United States’ entry into the war.
  • E. Operation Vittles
    Operation Vittles was the U.S. military’s codename for its large-scale air supply effort to deliver food, fuel, and other essentials to West Berlin during the Berlin Airlift of 1948–1949.
  • 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_69bd440f71348190b99938e59fb7f9a1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6de253ac8190b1112da6953fa4f2 completed March 20, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69be680bf12c8190a5da2c7f0088cec2 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6c25d3448190b2589959a2f221c8 completed March 21, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69be6cf6662c8190bc1b94766c5da1e9 completed March 21, 2026, 10:03 a.m.
Created at: March 20, 2026, 1:27 p.m.