Triple

T6798678
Position Surface form Disambiguated ID Type / Status
Subject Bahía de Banderas municipality E156124 entity
Predicate capital P234 FINISHED
Object Valle de Banderas
Valle de Banderas is a town in the Mexican state of Nayarit that serves as the administrative and cultural center of the surrounding Bahía de Banderas region.
 E625261 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: Valle de Banderas | Statement: [Bahía de Banderas municipality, capital, Valle de Banderas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valle de Banderas
Context triple: [Bahía de Banderas municipality, capital, Valle de Banderas]
  • A. Valle del Mezquital
    Valle del Mezquital is a semi-arid cultural and agricultural region in central Mexico known for its indigenous Otomí communities and traditional maguey cultivation.
  • B. Valle de Bravo
    Valle de Bravo is a picturesque lakeside town in central Mexico known for its colonial architecture, outdoor recreation, and popularity as a weekend retreat from Mexico City.
  • C. Valle de Guadalupe
    Valle de Guadalupe is Mexico’s premier wine-producing region, renowned for its vineyards, boutique wineries, and gourmet food scene in the state of Baja California.
  • D. Bajío
    Bajío is a fertile, economically important region in central-western Mexico known for its agriculture, industry, and colonial cities.
  • E. Orizaba Valley
    Orizaba Valley is a fertile, mountainous region in central Mexico known for its lush landscapes, coffee cultivation, and proximity to the Pico de Orizaba volcano.
  • 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: Valle de Banderas
Triple: [Bahía de Banderas municipality, capital, Valle de Banderas]
Generated description
Valle de Banderas is a town in the Mexican state of Nayarit that serves as the administrative and cultural center of the surrounding Bahía de Banderas region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valle de Banderas
Target entity description: Valle de Banderas is a town in the Mexican state of Nayarit that serves as the administrative and cultural center of the surrounding Bahía de Banderas region.
  • A. Valle del Mezquital
    Valle del Mezquital is a semi-arid cultural and agricultural region in central Mexico known for its indigenous Otomí communities and traditional maguey cultivation.
  • B. Valle de Bravo
    Valle de Bravo is a picturesque lakeside town in central Mexico known for its colonial architecture, outdoor recreation, and popularity as a weekend retreat from Mexico City.
  • C. Valle de Guadalupe
    Valle de Guadalupe is Mexico’s premier wine-producing region, renowned for its vineyards, boutique wineries, and gourmet food scene in the state of Baja California.
  • D. Bajío
    Bajío is a fertile, economically important region in central-western Mexico known for its agriculture, industry, and colonial cities.
  • E. Orizaba Valley
    Orizaba Valley is a fertile, mountainous region in central Mexico known for its lush landscapes, coffee cultivation, and proximity to the Pico de Orizaba volcano.
  • 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_69c6881844448190a65822d9b39d7f88 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2cb6b2881909b30bb8020a9d3bf completed March 27, 2026, 6:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7425a26d88190ab1e3de2e5596108 completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c743a639f88190a0758194433322bf completed March 28, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7445fbd488190938ec3dd59cbeb2c completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:15 p.m.