Triple

T16024649
Position Surface form Disambiguated ID Type / Status
Subject Sololá Department E388687 entity
Predicate hasMunicipality P847 FINISHED
Object Nahualá
Nahualá is a predominantly Kʼicheʼ Maya town and municipality in Guatemala known for its strong indigenous traditions and highland agricultural economy.
 E1189922 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: Nahualá | Statement: [Sololá Department, hasMunicipality, Nahualá]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nahualá
Context triple: [Sololá Department, hasMunicipality, Nahualá]
  • A. Guarijío
    Guarijío is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • B. Lozoya
    Lozoya is a small municipality in the Sierra Norte region of the Community of Madrid, Spain, known for its mountainous landscapes and proximity to the Lozoya River.
  • C. Tenejapa
    Tenejapa is a highland municipality in the Mexican state of Chiapas known for its predominantly Tzeltal Maya population and rich indigenous cultural traditions.
  • D. Hualañé
    Hualañé is a rural Chilean town and commune in the Maule Region, known for its agricultural activities and location near the Mataquito River.
  • E. Cuyuxquihui
    Cuyuxquihui is an archaeological site in the Totonac region of Mexico, known for its pre-Hispanic ruins and cultural significance to the Totonac people.
  • 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: Nahualá
Triple: [Sololá Department, hasMunicipality, Nahualá]
Generated description
Nahualá is a predominantly Kʼicheʼ Maya town and municipality in Guatemala known for its strong indigenous traditions and highland agricultural economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nahualá
Target entity description: Nahualá is a predominantly Kʼicheʼ Maya town and municipality in Guatemala known for its strong indigenous traditions and highland agricultural economy.
  • A. Guarijío
    Guarijío is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • B. Lozoya
    Lozoya is a small municipality in the Sierra Norte region of the Community of Madrid, Spain, known for its mountainous landscapes and proximity to the Lozoya River.
  • C. Tenejapa
    Tenejapa is a highland municipality in the Mexican state of Chiapas known for its predominantly Tzeltal Maya population and rich indigenous cultural traditions.
  • D. Hualañé
    Hualañé is a rural Chilean town and commune in the Maule Region, known for its agricultural activities and location near the Mataquito River.
  • E. Cuyuxquihui
    Cuyuxquihui is an archaeological site in the Totonac region of Mexico, known for its pre-Hispanic ruins and cultural significance to the Totonac people.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183258c708190acf1588c7ccb254c completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf31c8d8819096c562ba1453f3c0 completed May 10, 2026, 12:20 a.m.
NEDg Description generation batch_69ffd0adc58881908488e3237159ffab completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1376e5081908920ecd3a4744662 completed May 10, 2026, 12:28 a.m.
Created at: April 10, 2026, 4:55 a.m.