Triple

T16951317
Position Surface form Disambiguated ID Type / Status
Subject Central Mam E411185 entity
Predicate spokenIn P2266 FINISHED
Object Department of San Marcos
The Department of San Marcos is an administrative region in western Guatemala known for its mountainous terrain, diverse indigenous communities, and proximity to the Mexican border.
 E1243312 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: Department of San Marcos | Statement: [Central Mam, spokenIn, Department of San Marcos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of San Marcos
Context triple: [Central Mam, spokenIn, Department of San Marcos]
  • A. San Marcos campus
    San Marcos campus is the primary university campus of Texas State University, located in San Marcos, Texas and known for its large student population and scenic setting along the San Marcos River.
  • B. San Marcos Unified School District
    San Marcos Unified School District is a public school district serving students in San Marcos and surrounding communities in northern San Diego County, California.
  • C. McAllen campus
    McAllen campus is a regional branch of the University of Texas Rio Grande Valley located in McAllen, Texas, serving students in the Rio Grande Valley area.
  • D. San Antonio Department
    San Antonio Department is an administrative division in the Argentine province of Río Negro, known for its coastal location along the Atlantic Ocean and its fishing and tourism activities.
  • E. Modesto A. Maidique Campus
    Modesto A. Maidique Campus is the main and largest campus of Florida International University, located in Miami and serving as the university’s primary academic and administrative hub.
  • 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: Department of San Marcos
Triple: [Central Mam, spokenIn, Department of San Marcos]
Generated description
The Department of San Marcos is an administrative region in western Guatemala known for its mountainous terrain, diverse indigenous communities, and proximity to the Mexican border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of San Marcos
Target entity description: The Department of San Marcos is an administrative region in western Guatemala known for its mountainous terrain, diverse indigenous communities, and proximity to the Mexican border.
  • A. San Marcos campus
    San Marcos campus is the primary university campus of Texas State University, located in San Marcos, Texas and known for its large student population and scenic setting along the San Marcos River.
  • B. San Marcos Unified School District
    San Marcos Unified School District is a public school district serving students in San Marcos and surrounding communities in northern San Diego County, California.
  • C. McAllen campus
    McAllen campus is a regional branch of the University of Texas Rio Grande Valley located in McAllen, Texas, serving students in the Rio Grande Valley area.
  • D. San Antonio Department
    San Antonio Department is an administrative division in the Argentine province of Río Negro, known for its coastal location along the Atlantic Ocean and its fishing and tourism activities.
  • E. Modesto A. Maidique Campus
    Modesto A. Maidique Campus is the main and largest campus of Florida International University, located in Miami and serving as the university’s primary academic and administrative hub.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb6e5fc8190b1bd3ad1c2773685 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d46213b08190b33b48d12bc795d1 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5503be88190ac15a327ff3782ec completed May 10, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_6a00d66e450c8190ae0befd3d7875ed8 completed May 10, 2026, 7:03 p.m.
Created at: April 10, 2026, 5:31 a.m.