Triple

T20909236
Position Surface form Disambiguated ID Type / Status
Subject San Marcos River E514891 entity
Predicate recreationManagement P43043 FINISHED
Object City of San Marcos
The City of San Marcos is a central Texas municipality known for its spring-fed river, vibrant outdoor recreation, and home to Texas State University.
E1457084 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: City of San Marcos | Statement: [San Marcos River, recreationManagement, City of San Marcos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of San Marcos
Context triple: [San Marcos River, recreationManagement, City of San Marcos]
  • A. City of San Carlos
    The City of San Carlos is a municipal government in San Mateo County, California, responsible for providing local services, facilities, and community programs to its residents.
  • B. City of La Mesa
    The City of La Mesa is the municipal government responsible for administering public services, local policies, and community programs for the city of La Mesa, California.
  • C. City of San Luis
    The City of San Luis is a municipal government in southwestern Arizona that administers local services and regulations for the border community of San Luis.
  • D. City of San Fernando
    The City of San Fernando is a city in Pampanga, Philippines, renowned as the country's "Christmas Capital" for its spectacular annual Giant Lantern Festival.
  • E. City of San Fernando
    The City of San Fernando is a small, independent municipality in the San Fernando Valley region of Los Angeles County, California, known for its historic downtown and distinct civic identity separate from the surrounding City of Los Angeles.
  • 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: City of San Marcos
Triple: [San Marcos River, recreationManagement, City of San Marcos]
Generated description
The City of San Marcos is a central Texas municipality known for its spring-fed river, vibrant outdoor recreation, and home to Texas State University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of San Marcos
Target entity description: The City of San Marcos is a central Texas municipality known for its spring-fed river, vibrant outdoor recreation, and home to Texas State University.
  • A. City of San Carlos
    The City of San Carlos is a municipal government in San Mateo County, California, responsible for providing local services, facilities, and community programs to its residents.
  • B. City of La Mesa
    The City of La Mesa is the municipal government responsible for administering public services, local policies, and community programs for the city of La Mesa, California.
  • C. City of San Luis
    The City of San Luis is a municipal government in southwestern Arizona that administers local services and regulations for the border community of San Luis.
  • D. City of San Fernando
    The City of San Fernando is a city in Pampanga, Philippines, renowned as the country's "Christmas Capital" for its spectacular annual Giant Lantern Festival.
  • E. City of San Fernando
    The City of San Fernando is a small, independent municipality in the San Fernando Valley region of Los Angeles County, California, known for its historic downtown and distinct civic identity separate from the surrounding City of Los Angeles.
  • 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_69e0b4f8a1108190bce3d31331290ced completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6ec5d73c88190a48180a1eed88190 completed April 21, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918dc2f9481908a7364ce25f11eb0 completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a091bee5e3c8190adc31821815f7878 completed May 17, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_6a091c9c47048190be29a12c1d074d98 completed May 17, 2026, 1:40 a.m.
Created at: April 16, 2026, 12:48 p.m.