Triple

T9785655
Position Surface form Disambiguated ID Type / Status
Subject Madhesi E237484 entity
Predicate involvedIn P149 FINISHED
Object Madhes protests of 2015
The Madhes protests of 2015 were a series of mass demonstrations and violent clashes in Nepal’s southern plains, led largely by Madhesi groups opposing the new constitution over issues of political representation and federal boundaries.
E820742 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 protests of 2015 | Statement: [Madhesi, involvedIn, Madhes protests of 2015]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madhes protests of 2015
Context triple: [Madhesi, involvedIn, Madhes protests of 2015]
  • 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. Dantewada attacks
    The Dantewada attacks were a series of deadly assaults by Maoist insurgents in Chhattisgarh, India, that highlighted the intensity and scale of the Naxalite–Maoist conflict.
  • C. 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.
  • D. 2017 pro-Jallikattu protests in Tamil Nadu
    The 2017 pro-Jallikattu protests in Tamil Nadu were a massive, largely youth-led, statewide movement demanding the restoration of the traditional bull-taming sport as a symbol of Tamil culture and identity, while opposing its ban on animal-cruelty grounds.
  • E. Ghar Bachao Ghar Banao Andolan
    Ghar Bachao Ghar Banao Andolan is a Mumbai-based housing rights movement led by social activist Medha Patkar that campaigns against slum demolitions and for secure, affordable shelter for the urban poor.
  • 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 protests of 2015
Triple: [Madhesi, involvedIn, Madhes protests of 2015]
Generated description
The Madhes protests of 2015 were a series of mass demonstrations and violent clashes in Nepal’s southern plains, led largely by Madhesi groups opposing the new constitution over issues of political representation and federal boundaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madhes protests of 2015
Target entity description: The Madhes protests of 2015 were a series of mass demonstrations and violent clashes in Nepal’s southern plains, led largely by Madhesi groups opposing the new constitution over issues of political representation and federal boundaries.
  • 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. Dantewada attacks
    The Dantewada attacks were a series of deadly assaults by Maoist insurgents in Chhattisgarh, India, that highlighted the intensity and scale of the Naxalite–Maoist conflict.
  • C. 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.
  • D. 2017 pro-Jallikattu protests in Tamil Nadu
    The 2017 pro-Jallikattu protests in Tamil Nadu were a massive, largely youth-led, statewide movement demanding the restoration of the traditional bull-taming sport as a symbol of Tamil culture and identity, while opposing its ban on animal-cruelty grounds.
  • E. Ghar Bachao Ghar Banao Andolan
    Ghar Bachao Ghar Banao Andolan is a Mumbai-based housing rights movement led by social activist Medha Patkar that campaigns against slum demolitions and for secure, affordable shelter for the urban poor.
  • 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.