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.