Triple

T17090328
Position Surface form Disambiguated ID Type / Status
Subject Lake Petén Itzá E414706 entity
Predicate hasSettlementOnShore P16159 FINISHED
Object San Benito
San Benito is a town in Guatemala’s Petén Department, located near the city of Flores and known as part of the main urban area on the shores of Lake Petén Itzá.
 E1253144 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: San Benito | Statement: [Lake Petén Itzá, hasSettlementOnShore, San Benito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Benito
Context triple: [Lake Petén Itzá, hasSettlementOnShore, San Benito]
  • A. San Benito
    San Benito is a small coastal town on Siargao Island in the Philippines, known for its laid-back atmosphere, fishing communities, and access to surfing and island-hopping spots.
  • B. San Benito
    San Benito is a city in Cameron County, Texas, known for its rich South Texas cultural heritage and proximity to the U.S.–Mexico border.
  • C. Santa Bárbara
    Santa Bárbara is a locality within the Mexican state of Nueva Vizcaya, historically part of New Spain in the colonial era.
  • D. Santa Bárbara
    Santa Bárbara is a small Chilean town in the Biobío Region known for its rural character and proximity to the Biobío River and surrounding forests.
  • E. Santa Bárbara
    Santa Bárbara is a civil parish within the municipality of Ponta Delgada in the Azores, Portugal.
  • 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: San Benito
Triple: [Lake Petén Itzá, hasSettlementOnShore, San Benito]
Generated description
San Benito is a town in Guatemala’s Petén Department, located near the city of Flores and known as part of the main urban area on the shores of Lake Petén Itzá.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Benito
Target entity description: San Benito is a town in Guatemala’s Petén Department, located near the city of Flores and known as part of the main urban area on the shores of Lake Petén Itzá.
  • A. San Benito
    San Benito is a small coastal town on Siargao Island in the Philippines, known for its laid-back atmosphere, fishing communities, and access to surfing and island-hopping spots.
  • B. San Benito
    San Benito is a city in Cameron County, Texas, known for its rich South Texas cultural heritage and proximity to the U.S.–Mexico border.
  • C. Santa Bárbara
    Santa Bárbara is a locality within the Mexican state of Nueva Vizcaya, historically part of New Spain in the colonial era.
  • D. Santa Bárbara
    Santa Bárbara is a small Chilean town in the Biobío Region known for its rural character and proximity to the Biobío River and surrounding forests.
  • E. Santa Bárbara
    Santa Bárbara is a civil parish within the municipality of Ponta Delgada in the Azores, Portugal.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbf948d88190a4dd4a0774a8505b completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0141422d6c819086dc98988c0851d9 completed May 11, 2026, 2:38 a.m.
NEDg Description generation batch_6a01437dd094819093603356fa2c2582 completed May 11, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_6a014416c6a08190aeca937990d2b5a2 completed May 11, 2026, 2:51 a.m.
Created at: April 10, 2026, 5:35 a.m.