Triple

T5327153
Position Surface form Disambiguated ID Type / Status
Subject Guatemalan Americans E123213 entity
Predicate ethnicOrigin P194 FINISHED
Object Ladino people
The Ladino people are a predominantly Spanish-speaking, mixed-heritage (often Indigenous and European) social group in Central America, especially Guatemala, associated with urban culture and non-indigenous identity.
E512766 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: Ladino people | Statement: [Guatemalan Americans, ethnicOrigin, Ladino people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ladino people
Context triple: [Guatemalan Americans, ethnicOrigin, Ladino people]
  • A. Sephardi Jews
    Sephardi Jews are a Jewish ethnic group originating from the Iberian Peninsula, whose descendants spread throughout the Mediterranean, North Africa, and the Middle East, developing distinctive religious traditions, liturgy, and cultural practices.
  • B. Moriscos
    Moriscos were former Muslims in Spain who had been forcibly converted to Christianity and later faced widespread suspicion, discrimination, and eventual expulsion in the early 17th century.
  • C. Romaniote Jews
    Romaniote Jews are a distinct, historically Greek-speaking Jewish community of the Eastern Mediterranean with roots dating back to antiquity, predating both Ashkenazi and Sephardi Jewry.
  • D. Mizrahi Jews
    Mizrahi Jews are a Jewish ethnic group originating from Middle Eastern and North African countries, with distinct religious traditions, languages, and cultural practices shaped by centuries of life in the Islamic world.
  • E. Ladino (Judeo-Spanish)
    Ladino (Judeo-Spanish) is a Romance language derived mainly from Old Spanish, historically spoken by Sephardic Jews and preserving many archaic Iberian features alongside Hebrew and other linguistic influences.
  • 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: Ladino people
Triple: [Guatemalan Americans, ethnicOrigin, Ladino people]
Generated description
The Ladino people are a predominantly Spanish-speaking, mixed-heritage (often Indigenous and European) social group in Central America, especially Guatemala, associated with urban culture and non-indigenous identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ladino people
Target entity description: The Ladino people are a predominantly Spanish-speaking, mixed-heritage (often Indigenous and European) social group in Central America, especially Guatemala, associated with urban culture and non-indigenous identity.
  • A. Sephardi Jews
    Sephardi Jews are a Jewish ethnic group originating from the Iberian Peninsula, whose descendants spread throughout the Mediterranean, North Africa, and the Middle East, developing distinctive religious traditions, liturgy, and cultural practices.
  • B. Moriscos
    Moriscos were former Muslims in Spain who had been forcibly converted to Christianity and later faced widespread suspicion, discrimination, and eventual expulsion in the early 17th century.
  • C. Romaniote Jews
    Romaniote Jews are a distinct, historically Greek-speaking Jewish community of the Eastern Mediterranean with roots dating back to antiquity, predating both Ashkenazi and Sephardi Jewry.
  • D. Mizrahi Jews
    Mizrahi Jews are a Jewish ethnic group originating from Middle Eastern and North African countries, with distinct religious traditions, languages, and cultural practices shaped by centuries of life in the Islamic world.
  • E. Ladino (Judeo-Spanish)
    Ladino (Judeo-Spanish) is a Romance language derived mainly from Old Spanish, historically spoken by Sephardic Jews and preserving many archaic Iberian features alongside Hebrew and other linguistic influences.
  • 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_69bd46477f9081909d242a327d749466 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85926c388190a495835caf927624 completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18b00f9c8190b3882f6112546b4a completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf194c53a48190b0895bbe9aa2f6f1 completed March 21, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a198418819089b25102733f9191 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.