Triple

T22596210
Position Surface form Disambiguated ID Type / Status
Subject San Marcos District E574687 entity
Predicate hasPart P35 FINISHED
Object town of San Marcos
The town of San Marcos is the main urban center and administrative seat of the San Marcos District in Peru’s Cajamarca region.
E1545270 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: town of San Marcos | Statement: [San Marcos District, hasPart, town of San Marcos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: town of San Marcos
Context triple: [San Marcos District, hasPart, town of San Marcos]
  • A. 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.
  • B. San Marcos, Texas
    San Marcos, Texas is a central Texas city along the San Marcos River known for its university campus, outlet shopping, and outdoor recreation.
  • C. San Marcos City Council
    The San Marcos City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing the governance of San Marcos, Texas.
  • D. San Marcos Municipality
    San Marcos Municipality is a coastal administrative region in the Mexican state of Guerrero, known for its location along the Pacific shoreline and its role in the Costa Chica cultural area.
  • E. San Marcos, California
    San Marcos, California is a growing suburban city in northern San Diego County known for its residential communities, educational institutions like California State University San Marcos, and regional transportation connections.
  • 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: town of San Marcos
Triple: [San Marcos District, hasPart, town of San Marcos]
Generated description
The town of San Marcos is the main urban center and administrative seat of the San Marcos District in Peru’s Cajamarca region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: town of San Marcos
Target entity description: The town of San Marcos is the main urban center and administrative seat of the San Marcos District in Peru’s Cajamarca region.
  • A. 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.
  • B. San Marcos, Texas
    San Marcos, Texas is a central Texas city along the San Marcos River known for its university campus, outlet shopping, and outdoor recreation.
  • C. San Marcos City Council
    The San Marcos City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing the governance of San Marcos, Texas.
  • D. San Marcos Municipality
    San Marcos Municipality is a coastal administrative region in the Mexican state of Guerrero, known for its location along the Pacific shoreline and its role in the Costa Chica cultural area.
  • E. San Marcos, California
    San Marcos, California is a growing suburban city in northern San Diego County known for its residential communities, educational institutions like California State University San Marcos, and regional transportation connections.
  • 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_69e245bc11308190b69d794d5d1e0bb6 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f16268cb54819084a0f27ec0473f35 completed April 29, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d61e0288190b644e5785f2379da completed May 18, 2026, 4:25 p.m.
NEDg Description generation batch_6a0b45be8b088190ad60342c64b4e064 completed May 18, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_6a0b46369ac88190adc810e486f21604 completed May 18, 2026, 5:02 p.m.
Created at: April 17, 2026, 2:50 p.m.