Triple
T16380860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huehuetenango Department |
E397800
|
entity |
| Predicate | hasNotableTown |
P14082
|
FINISHED |
| Object |
Todos Santos Cuchumatán
Todos Santos Cuchumatán is a traditional highland Maya town in western Guatemala known for its distinctive indigenous culture, colorful festivals, and well-preserved customs.
|
E1211425
|
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: Todos Santos Cuchumatán | Statement: [Huehuetenango Department, hasNotableTown, Todos Santos Cuchumatán]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todos Santos Cuchumatán Context triple: [Huehuetenango Department, hasNotableTown, Todos Santos Cuchumatán]
-
A.
Santa Elena, Petén
Santa Elena, Petén is a town in northern Guatemala’s Petén Department that forms part of the urban area surrounding the island city of Flores and serves as a key local commercial and transport hub.
-
B.
Chayahuita
Chayahuita is an indigenous language of the Peruvian Amazon, spoken by the Chayahuita (Shawi) people and belonging to the Cahuapanan language family.
-
C.
Zinacantán
Zinacantán is a highland town in Chiapas, Mexico, known for its predominantly Tzotzil Maya population, traditional weaving, and vibrant indigenous cultural practices.
-
D.
Choloma
Choloma is a rapidly growing industrial city in northern Honduras known for its large concentration of maquiladora factories and manufacturing activity.
-
E.
Tlaltenango
Tlaltenango is a municipality and urban locality that forms part of the greater Puebla metropolitan region in central Mexico.
- 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: Todos Santos Cuchumatán Triple: [Huehuetenango Department, hasNotableTown, Todos Santos Cuchumatán]
Generated description
Todos Santos Cuchumatán is a traditional highland Maya town in western Guatemala known for its distinctive indigenous culture, colorful festivals, and well-preserved customs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todos Santos Cuchumatán Target entity description: Todos Santos Cuchumatán is a traditional highland Maya town in western Guatemala known for its distinctive indigenous culture, colorful festivals, and well-preserved customs.
-
A.
Santa Elena, Petén
Santa Elena, Petén is a town in northern Guatemala’s Petén Department that forms part of the urban area surrounding the island city of Flores and serves as a key local commercial and transport hub.
-
B.
Chayahuita
Chayahuita is an indigenous language of the Peruvian Amazon, spoken by the Chayahuita (Shawi) people and belonging to the Cahuapanan language family.
-
C.
Zinacantán
Zinacantán is a highland town in Chiapas, Mexico, known for its predominantly Tzotzil Maya population, traditional weaving, and vibrant indigenous cultural practices.
-
D.
Choloma
Choloma is a rapidly growing industrial city in northern Honduras known for its large concentration of maquiladora factories and manufacturing activity.
-
E.
Tlaltenango
Tlaltenango is a municipality and urban locality that forms part of the greater Puebla metropolitan region in central Mexico.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319db5b648190a8fca23518a1fb39 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c55bba481909bca6cc17e1dfcf5 |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003e602e9c8190893a95c14b787abb |
completed | May 10, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003ee98a5081909670b97efb269a71 |
completed | May 10, 2026, 8:16 a.m. |
Created at: April 10, 2026, 5:08 a.m.