Triple

T9785653
Position Surface form Disambiguated ID Type / Status
Subject Madhesi E237484 entity
Predicate involvedIn P149 FINISHED
Object Madhes movements of 2007
The Madhes movements of 2007 were a series of mass protests and political agitations in Nepal’s southern plains demanding greater political representation, federal restructuring, and recognition of Madhesi rights.
E820740 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: Madhes movements of 2007 | Statement: [Madhesi, involvedIn, Madhes movements of 2007]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madhes movements of 2007
Context triple: [Madhesi, involvedIn, Madhes movements of 2007]
  • A. Gorkhaland statehood movement
    The Gorkhaland statehood movement is a long-running political campaign by Nepali-speaking Indian Gorkhas seeking a separate state within India, primarily centered in the Darjeeling hills and adjoining areas.
  • B. Mahjar movement
    The Mahjar movement was a literary trend led by Arab émigré writers in the Americas who pioneered modernist themes and styles in Arabic literature, emphasizing exile, identity, and cultural renewal.
  • C. Thakin movement
    The Thakin movement was a Burmese nationalist organization in the 1930s–40s that led the struggle against British colonial rule and produced many of the country’s key independence leaders.
  • D. Nepalese Maoist movement
    The Nepalese Maoist movement is a communist insurgent and later political force in Nepal that led a decade-long civil war aiming to overthrow the monarchy and establish a people’s republic based on Maoist ideology.
  • E. Assam Movement
    The Assam Movement was a mass political agitation in the Indian state of Assam (late 1970s–1980s) led largely by Assamese organizations to demand the detection and deportation of undocumented immigrants and protect the region’s demographic and cultural identity.
  • 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: Madhes movements of 2007
Triple: [Madhesi, involvedIn, Madhes movements of 2007]
Generated description
The Madhes movements of 2007 were a series of mass protests and political agitations in Nepal’s southern plains demanding greater political representation, federal restructuring, and recognition of Madhesi rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madhes movements of 2007
Target entity description: The Madhes movements of 2007 were a series of mass protests and political agitations in Nepal’s southern plains demanding greater political representation, federal restructuring, and recognition of Madhesi rights.
  • A. Gorkhaland statehood movement
    The Gorkhaland statehood movement is a long-running political campaign by Nepali-speaking Indian Gorkhas seeking a separate state within India, primarily centered in the Darjeeling hills and adjoining areas.
  • B. Mahjar movement
    The Mahjar movement was a literary trend led by Arab émigré writers in the Americas who pioneered modernist themes and styles in Arabic literature, emphasizing exile, identity, and cultural renewal.
  • C. Thakin movement
    The Thakin movement was a Burmese nationalist organization in the 1930s–40s that led the struggle against British colonial rule and produced many of the country’s key independence leaders.
  • D. Nepalese Maoist movement
    The Nepalese Maoist movement is a communist insurgent and later political force in Nepal that led a decade-long civil war aiming to overthrow the monarchy and establish a people’s republic based on Maoist ideology.
  • E. Assam Movement
    The Assam Movement was a mass political agitation in the Indian state of Assam (late 1970s–1980s) led largely by Assamese organizations to demand the detection and deportation of undocumented immigrants and protect the region’s demographic and cultural identity.
  • 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda2107f688190b2cab1509c508319 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4235ae88190aefaa6d9b63031e0 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c477c9c48190b08f4871955d4450 completed April 5, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69d1c520d3988190b7735f6d16e78ab5 completed April 5, 2026, 2:12 a.m.
Created at: March 30, 2026, 8:27 p.m.