Triple

T12461896
Position Surface form Disambiguated ID Type / Status
Subject Montezuma, New York E297816 entity
Predicate hasNearbyProtectedArea P855 FINISHED
Object Montezuma Marshes
Montezuma Marshes is a significant wetland area in central New York known for its rich biodiversity and importance as a habitat for migratory birds.
E984558 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: Montezuma Marshes | Statement: [Montezuma, New York, hasNearbyProtectedArea, Montezuma Marshes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montezuma Marshes
Context triple: [Montezuma, New York, hasNearbyProtectedArea, Montezuma Marshes]
  • A. Pantanos de Centla
    Pantanos de Centla is a vast wetland and biosphere reserve in the Mexican state of Tabasco, renowned for its rich biodiversity and extensive floodplain forests.
  • B. Guana Lake
    Guana Lake is a coastal estuarine lake in northeastern Florida known for its brackish waters, rich wildlife habitat, and recreational opportunities such as fishing, kayaking, and birdwatching.
  • C. Caroni Swamp
    Caroni Swamp is a major mangrove wetland and wildlife sanctuary in Trinidad, renowned for its rich biodiversity and as the primary roosting site of the national bird, the scarlet ibis.
  • D. San Ignacio Lagoon
    San Ignacio Lagoon is a remote coastal lagoon in Baja California Sur, Mexico, renowned as one of the world’s primary winter calving and nursery grounds for gray whales and a key site for whale watching and marine conservation.
  • E. Sicao Wetlands
    Sicao Wetlands is a coastal wetland area in Tainan, Taiwan, known for its mangrove ecosystems, rich biodiversity, and popular eco-tourism attractions such as boat tours through its waterways.
  • 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: Montezuma Marshes
Triple: [Montezuma, New York, hasNearbyProtectedArea, Montezuma Marshes]
Generated description
Montezuma Marshes is a significant wetland area in central New York known for its rich biodiversity and importance as a habitat for migratory birds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montezuma Marshes
Target entity description: Montezuma Marshes is a significant wetland area in central New York known for its rich biodiversity and importance as a habitat for migratory birds.
  • A. Pantanos de Centla
    Pantanos de Centla is a vast wetland and biosphere reserve in the Mexican state of Tabasco, renowned for its rich biodiversity and extensive floodplain forests.
  • B. Guana Lake
    Guana Lake is a coastal estuarine lake in northeastern Florida known for its brackish waters, rich wildlife habitat, and recreational opportunities such as fishing, kayaking, and birdwatching.
  • C. Caroni Swamp
    Caroni Swamp is a major mangrove wetland and wildlife sanctuary in Trinidad, renowned for its rich biodiversity and as the primary roosting site of the national bird, the scarlet ibis.
  • D. San Ignacio Lagoon
    San Ignacio Lagoon is a remote coastal lagoon in Baja California Sur, Mexico, renowned as one of the world’s primary winter calving and nursery grounds for gray whales and a key site for whale watching and marine conservation.
  • E. Sicao Wetlands
    Sicao Wetlands is a coastal wetland area in Tainan, Taiwan, known for its mangrove ecosystems, rich biodiversity, and popular eco-tourism attractions such as boat tours through its waterways.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94db465c48190bcfaf22f25ef8947 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1d4f248190a0805e17da42eaf7 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f64010a1348190afaf7b95b8f146b5 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f640c33d948190ad8f9885f90786d7 completed May 2, 2026, 6:21 p.m.
Created at: April 8, 2026, 9:56 p.m.