Triple

T19449524
Position Surface form Disambiguated ID Type / Status
Subject Seoul Plaza E486576 entity
Predicate notableEventLocation P3858 FINISHED
Object 2008 US beef import protests
The 2008 US beef import protests were large-scale public demonstrations in South Korea opposing the government’s decision to resume imports of American beef over concerns about mad cow disease and food safety.
E1376353 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: 2008 US beef import protests | Statement: [Seoul Plaza, notableEventLocation, 2008 US beef import protests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2008 US beef import protests
Context triple: [Seoul Plaza, notableEventLocation, 2008 US beef import protests]
  • A. Dakota Access Pipeline protests
    The Dakota Access Pipeline protests were a large-scale movement led primarily by Native American tribes and environmental activists to oppose the construction of the Dakota Access oil pipeline due to concerns over water protection, treaty rights, and environmental justice.
  • B. 2010 Red Shirt protests
    The 2010 Red Shirt protests were a major pro-democracy uprising in Thailand, led largely by rural and working-class supporters of former Prime Minister Thaksin Shinawatra, that demanded new elections and culminated in a violent military crackdown in Bangkok.
  • C. Dakota Incident
    Dakota Incident is a 1956 American Western film starring Dale Robertson, known for its stagecoach-set story of outlaws and frontier tension.
  • D. Occupy Wall Street
    Occupy Wall Street was a 2011 protest movement in New York City’s financial district that sparked global demonstrations against economic inequality and corporate influence in politics.
  • E. New York tea protests
    The New York tea protests were colonial-era demonstrations in which New Yorkers resisted British taxation by opposing the importation and sale of taxed tea, contributing to the broader movement that led to the American Revolution.
  • 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: 2008 US beef import protests
Triple: [Seoul Plaza, notableEventLocation, 2008 US beef import protests]
Generated description
The 2008 US beef import protests were large-scale public demonstrations in South Korea opposing the government’s decision to resume imports of American beef over concerns about mad cow disease and food safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2008 US beef import protests
Target entity description: The 2008 US beef import protests were large-scale public demonstrations in South Korea opposing the government’s decision to resume imports of American beef over concerns about mad cow disease and food safety.
  • A. Dakota Access Pipeline protests
    The Dakota Access Pipeline protests were a large-scale movement led primarily by Native American tribes and environmental activists to oppose the construction of the Dakota Access oil pipeline due to concerns over water protection, treaty rights, and environmental justice.
  • B. 2010 Red Shirt protests
    The 2010 Red Shirt protests were a major pro-democracy uprising in Thailand, led largely by rural and working-class supporters of former Prime Minister Thaksin Shinawatra, that demanded new elections and culminated in a violent military crackdown in Bangkok.
  • C. Dakota Incident
    Dakota Incident is a 1956 American Western film starring Dale Robertson, known for its stagecoach-set story of outlaws and frontier tension.
  • D. Occupy Wall Street
    Occupy Wall Street was a 2011 protest movement in New York City’s financial district that sparked global demonstrations against economic inequality and corporate influence in politics.
  • E. New York tea protests
    The New York tea protests were colonial-era demonstrations in which New Yorkers resisted British taxation by opposing the importation and sale of taxed tea, contributing to the broader movement that led to the American Revolution.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6338caeb48190aeb1d511996984e3 completed April 20, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a073b3175248190817aedbfd95927dc completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073be7e28c8190999dacec37a2f3b4 completed May 15, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_6a073c9461d08190a2b89ebd16e66a58 completed May 15, 2026, 3:32 p.m.
Created at: April 10, 2026, 1:38 p.m.