Triple

T15557224
Position Surface form Disambiguated ID Type / Status
Subject Estero, Florida E370900 entity
Predicate hasRiver P165 FINISHED
Object Estero River
Estero River is a coastal waterway in southwest Florida that flows through the community of Estero into Estero Bay and the Gulf of Mexico.
E1168807 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: Estero River | Statement: [Estero, Florida, hasRiver, Estero River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Estero River
Context triple: [Estero, Florida, hasRiver, Estero River]
  • A. Indio River
    The Indio River is a waterway in central Panama that serves as a tributary within the Chagres River basin, contributing to the region’s hydrology and ecosystems.
  • B. Manatee River
    The Manatee River is a waterway in southwestern Florida that flows into Tampa Bay and serves as a key natural feature and recreational resource for nearby communities.
  • C. Matanzas River
    The Matanzas River is a tidal estuary on Florida’s northeast coast that flows past historic St. Augustine and forms part of the Intracoastal Waterway.
  • D. Spanish River
    The Spanish River is a river in northeastern Ontario, Canada, that flows through a series of lakes and forests before emptying into Lake Huron.
  • E. Perdido River
    Perdido River is a waterway in the southeastern United States that forms part of the boundary between Alabama and Florida before emptying into Perdido Bay on the Gulf Coast.
  • 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: Estero River
Triple: [Estero, Florida, hasRiver, Estero River]
Generated description
Estero River is a coastal waterway in southwest Florida that flows through the community of Estero into Estero Bay and the Gulf of Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Estero River
Target entity description: Estero River is a coastal waterway in southwest Florida that flows through the community of Estero into Estero Bay and the Gulf of Mexico.
  • A. Indio River
    The Indio River is a waterway in central Panama that serves as a tributary within the Chagres River basin, contributing to the region’s hydrology and ecosystems.
  • B. Manatee River
    The Manatee River is a waterway in southwestern Florida that flows into Tampa Bay and serves as a key natural feature and recreational resource for nearby communities.
  • C. Matanzas River
    The Matanzas River is a tidal estuary on Florida’s northeast coast that flows past historic St. Augustine and forms part of the Intracoastal Waterway.
  • D. Spanish River
    The Spanish River is a river in northeastern Ontario, Canada, that flows through a series of lakes and forests before emptying into Lake Huron.
  • E. Perdido River
    Perdido River is a waterway in the southeastern United States that forms part of the boundary between Alabama and Florida before emptying into Perdido Bay on the Gulf Coast.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f2f229081908faf15f9d8efecbf completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff6352ac4081908e30f368e0444832 completed May 9, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff63970ce08190a25ef3f382910457 completed May 9, 2026, 4:40 p.m.
Created at: April 10, 2026, 4:09 a.m.