Triple

T9597305
Position Surface form Disambiguated ID Type / Status
Subject Frank H. Ogawa Plaza E231563 entity
Predicate significantEvent P259 FINISHED
Object Occupy Oakland protests in 2011
The Occupy Oakland protests in 2011 were a major local manifestation of the global Occupy movement, featuring large-scale demonstrations, encampments, and clashes with police over economic inequality and social justice issues.
E808885 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: Occupy Oakland protests in 2011 | Statement: [Frank H. Ogawa Plaza, significantEvent, Occupy Oakland protests in 2011]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Occupy Oakland protests in 2011
Context triple: [Frank H. Ogawa Plaza, significantEvent, Occupy Oakland protests in 2011]
  • A. 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.
  • B. Seattle General Strike
    The Seattle General Strike was a major 1919 labor action in which more than 60,000 workers in Seattle walked off their jobs, briefly shutting down the city and heightening nationwide fears of radicalism during the post–World War I era.
  • C. 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.
  • D. 2011 Wisconsin protests
    The 2011 Wisconsin protests were large-scale demonstrations centered at the state capitol in Madison opposing Governor Scott Walker’s proposed legislation to limit public sector collective bargaining rights and cut benefits.
  • E. Dyke March (San Francisco)
    Dyke March (San Francisco) is an annual grassroots march and rally celebrating and advocating for lesbian and queer women’s visibility and rights, held in San Francisco’s Mission District during Pride weekend.
  • 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: Occupy Oakland protests in 2011
Triple: [Frank H. Ogawa Plaza, significantEvent, Occupy Oakland protests in 2011]
Generated description
The Occupy Oakland protests in 2011 were a major local manifestation of the global Occupy movement, featuring large-scale demonstrations, encampments, and clashes with police over economic inequality and social justice issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Occupy Oakland protests in 2011
Target entity description: The Occupy Oakland protests in 2011 were a major local manifestation of the global Occupy movement, featuring large-scale demonstrations, encampments, and clashes with police over economic inequality and social justice issues.
  • A. 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.
  • B. Seattle General Strike
    The Seattle General Strike was a major 1919 labor action in which more than 60,000 workers in Seattle walked off their jobs, briefly shutting down the city and heightening nationwide fears of radicalism during the post–World War I era.
  • C. 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.
  • D. 2011 Wisconsin protests
    The 2011 Wisconsin protests were large-scale demonstrations centered at the state capitol in Madison opposing Governor Scott Walker’s proposed legislation to limit public sector collective bargaining rights and cut benefits.
  • E. Dyke March (San Francisco)
    Dyke March (San Francisco) is an annual grassroots march and rally celebrating and advocating for lesbian and queer women’s visibility and rights, held in San Francisco’s Mission District during Pride weekend.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a34f5408190ba72ba8311eb259c completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1619f4170819092ae90b2896b0855 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d163c1abfc8190baae07681ea13104 completed April 4, 2026, 7:17 p.m.
NED2 Entity disambiguation (via description) batch_69d16476b9188190ab28efb0433c99b0 completed April 4, 2026, 7:20 p.m.
Created at: March 30, 2026, 8:07 p.m.