Triple

T3707851
Position Surface form Disambiguated ID Type / Status
Subject Communist Party of Peru – Shining Path E80935 entity
Predicate firstArmedActionLocation P14227 FINISHED
Object Chuschi, Ayacucho, Peru
Chuschi, Ayacucho, Peru is a rural Andean town historically known as the site where the Shining Path guerrilla group launched its first armed action, marking the start of Peru’s internal conflict in the 1980s.
E382890 NE FINISHED

How this triple was built (5 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: Chuschi, Ayacucho, Peru | Statement: [Communist Party of Peru – Shining Path, firstArmedActionLocation, Chuschi, Ayacucho, Peru]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuschi, Ayacucho, Peru
Context triple: [Communist Party of Peru – Shining Path, firstArmedActionLocation, Chuschi, Ayacucho, Peru]
  • A. Chalhuanca, Apurímac, Peru
    Chalhuanca is a small town in Peru’s Apurímac region, known as the birthplace of President Dina Boluarte and as a provincial Andean center surrounded by mountainous landscapes.
  • B. Pasco, Peru
    Pasco, Peru is a city in central Peru known for its high-altitude location in the Andes and its historical ties to mining and regional commerce.
  • C. Chachani
    Chachani is a large, dormant stratovolcano in southern Peru, overlooking the city of Arequipa and popular with high-altitude trekkers and climbers.
  • D. Challapata
    Challapata is a town in Bolivia’s Oruro Department, situated on the Andean Altiplano and known as an agricultural and trading center near Poopó Lake.
  • E. Alcohuaz
    Alcohuaz is a small rural village in Chile’s Elqui Valley, known for its high-altitude vineyards, pisco production, and clear skies for stargazing.
  • 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: Chuschi, Ayacucho, Peru
Triple: [Communist Party of Peru – Shining Path, firstArmedActionLocation, Chuschi, Ayacucho, Peru]
Generated description
Chuschi, Ayacucho, Peru is a rural Andean town historically known as the site where the Shining Path guerrilla group launched its first armed action, marking the start of Peru’s internal conflict in the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuschi, Ayacucho, Peru
Target entity description: Chuschi, Ayacucho, Peru is a rural Andean town historically known as the site where the Shining Path guerrilla group launched its first armed action, marking the start of Peru’s internal conflict in the 1980s.
  • A. Chalhuanca, Apurímac, Peru
    Chalhuanca is a small town in Peru’s Apurímac region, known as the birthplace of President Dina Boluarte and as a provincial Andean center surrounded by mountainous landscapes.
  • B. Pasco, Peru
    Pasco, Peru is a city in central Peru known for its high-altitude location in the Andes and its historical ties to mining and regional commerce.
  • C. Chachani
    Chachani is a large, dormant stratovolcano in southern Peru, overlooking the city of Arequipa and popular with high-altitude trekkers and climbers.
  • D. Challapata
    Challapata is a town in Bolivia’s Oruro Department, situated on the Andean Altiplano and known as an agricultural and trading center near Poopó Lake.
  • E. Alcohuaz
    Alcohuaz is a small rural village in Chile’s Elqui Valley, known for its high-altitude vineyards, pisco production, and clear skies for stargazing.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstArmedActionLocation
Context triple: [Communist Party of Peru – Shining Path, firstArmedActionLocation, Chuschi, Ayacucho, Peru]
  • A. firstCombatUseLocation chosen
    Indicates the location where something (typically a weapon, system, or tactic) was used in combat for the first time.
  • B. firstShotsFiredOn
    Indicates that the referenced event or entity marks the initial occurrence of shots being fired on a specified date, time, or occasion.
  • C. placeOfMainEngagement
    Indicates the primary location where an entity carries out its main activities, operations, or engagements.
  • D. firstShotsFiredAt
    Indicates the location or time at which the initial gunshots or opening fire in an incident occurred.
  • E. firstShotsFiredBy
    Indicates which party or entity initiated a conflict or incident by discharging the first shots.
  • F. None of above.

Provenance (6 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc580b08481908391283778d5ce14 completed March 8, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0216bc8190b44d2950b7cb24c3 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d1c2a384819090520b42574d6db5 completed March 14, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4d272436081909ace50a69524c672 completed March 14, 2026, 3:13 a.m.
PD Predicate disambiguation batch_69adc041a8608190a2d543dab6d2ef6c completed March 8, 2026, 6:30 p.m.
Created at: March 8, 2026, 3:33 p.m.