Triple
T478871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machu Picchu |
E9121
|
entity |
| Predicate | nearbyTown |
P3883
|
FINISHED |
| Object |
Aguas Calientes
Aguas Calientes is a small Peruvian town in the Andes that serves as the main gateway and transit hub for visitors traveling to the Inca citadel of Machu Picchu.
|
E61082
|
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: Aguas Calientes | Statement: [Machu Picchu, nearbyTown, Aguas Calientes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aguas Calientes Context triple: [Machu Picchu, nearbyTown, Aguas Calientes]
-
A.
Zipaquirá
Zipaquirá is a historic Colombian city famed for its underground Salt Cathedral and colonial architecture, located north of Bogotá.
-
B.
Sacred Valley
Sacred Valley is a fertile and historically significant region in the Peruvian Andes renowned for its Inca archaeological sites, traditional villages, and terraced landscapes.
-
C.
Urubamba town
Urubamba town is a small Andean settlement in Peru that serves as a gateway and service hub for travelers exploring the Sacred Valley and nearby Inca archaeological sites.
-
D.
Yucay
Yucay is a small Andean town in Peru’s Sacred Valley, known for its traditional agriculture, Inca terraces, and scenic mountain surroundings.
-
E.
Los Vilos
Los Vilos is a coastal Chilean city and commune known for its beaches, fishing activities, and role as a local tourism and transport hub in the Coquimbo Region.
- 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: Aguas Calientes Triple: [Machu Picchu, nearbyTown, Aguas Calientes]
Generated description
Aguas Calientes is a small Peruvian town in the Andes that serves as the main gateway and transit hub for visitors traveling to the Inca citadel of Machu Picchu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aguas Calientes Target entity description: Aguas Calientes is a small Peruvian town in the Andes that serves as the main gateway and transit hub for visitors traveling to the Inca citadel of Machu Picchu.
-
A.
Zipaquirá
Zipaquirá is a historic Colombian city famed for its underground Salt Cathedral and colonial architecture, located north of Bogotá.
-
B.
Sacred Valley
Sacred Valley is a fertile and historically significant region in the Peruvian Andes renowned for its Inca archaeological sites, traditional villages, and terraced landscapes.
-
C.
Urubamba town
Urubamba town is a small Andean settlement in Peru that serves as a gateway and service hub for travelers exploring the Sacred Valley and nearby Inca archaeological sites.
-
D.
Yucay
Yucay is a small Andean town in Peru’s Sacred Valley, known for its traditional agriculture, Inca terraces, and scenic mountain surroundings.
-
E.
Los Vilos
Los Vilos is a coastal Chilean city and commune known for its beaches, fishing activities, and role as a local tourism and transport hub in the Coquimbo Region.
- 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_69a2e7ff81708190b0507a24a997232c |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f056459881909749764cc4a7f9e8 |
completed | Feb. 28, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4746deb4481908d88c50c86b58ee8 |
completed | March 1, 2026, 5:16 p.m. |
| NEDg | Description generation | batch_69a4761ce01c8190a34d85d498d4de82 |
completed | March 1, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a476ba75388190a11f982f9b01861c |
completed | March 1, 2026, 5:26 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.