Triple

T9591472
Position Surface form Disambiguated ID Type / Status
Subject Beaumont, Texas E231427 entity
Predicate park P5641 FINISHED
Object Cattail Marsh Wetlands
Cattail Marsh Wetlands is a large wildlife-rich wetland and birding area in Beaumont, Texas, featuring boardwalks, viewing platforms, and nature trails within a broader park setting.
E809458 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: Cattail Marsh Wetlands | Statement: [Beaumont, Texas, park, Cattail Marsh Wetlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cattail Marsh Wetlands
Context triple: [Beaumont, Texas, park, Cattail Marsh Wetlands]
  • A. Cypress Wetlands
    Cypress Wetlands is a scenic natural area in Port Royal, South Carolina, known for its cypress-lined boardwalks, wildlife viewing, and preserved wetland habitat.
  • B. Fernhill Wetlands
    Fernhill Wetlands is a renowned wildlife and bird-watching area in western Oregon featuring restored wetlands, walking trails, and rich habitat for migratory waterfowl and other species.
  • C. Scorton Creek Marshes
    Scorton Creek Marshes are coastal salt marsh wetlands adjacent to Scorton Creek in Massachusetts, known for their rich wildlife habitat and scenic tidal landscape.
  • D. Fivebough and Tuckerbil Wetlands
    Fivebough and Tuckerbil Wetlands is a significant protected wetland complex in New South Wales, Australia, recognized for its rich birdlife and important habitat for migratory waterbirds.
  • E. Sweetwater Marsh
    Sweetwater Marsh is a coastal wetland and wildlife refuge area in Southern California known for its rich biodiversity and protected habitats along the edge of San Diego Bay.
  • 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: Cattail Marsh Wetlands
Triple: [Beaumont, Texas, park, Cattail Marsh Wetlands]
Generated description
Cattail Marsh Wetlands is a large wildlife-rich wetland and birding area in Beaumont, Texas, featuring boardwalks, viewing platforms, and nature trails within a broader park setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cattail Marsh Wetlands
Target entity description: Cattail Marsh Wetlands is a large wildlife-rich wetland and birding area in Beaumont, Texas, featuring boardwalks, viewing platforms, and nature trails within a broader park setting.
  • A. Cypress Wetlands
    Cypress Wetlands is a scenic natural area in Port Royal, South Carolina, known for its cypress-lined boardwalks, wildlife viewing, and preserved wetland habitat.
  • B. Fernhill Wetlands
    Fernhill Wetlands is a renowned wildlife and bird-watching area in western Oregon featuring restored wetlands, walking trails, and rich habitat for migratory waterfowl and other species.
  • C. Scorton Creek Marshes
    Scorton Creek Marshes are coastal salt marsh wetlands adjacent to Scorton Creek in Massachusetts, known for their rich wildlife habitat and scenic tidal landscape.
  • D. Fivebough and Tuckerbil Wetlands
    Fivebough and Tuckerbil Wetlands is a significant protected wetland complex in New South Wales, Australia, recognized for its rich birdlife and important habitat for migratory waterbirds.
  • E. Sweetwater Marsh
    Sweetwater Marsh is a coastal wetland and wildlife refuge area in Southern California known for its rich biodiversity and protected habitats along the edge of San Diego Bay.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a10b85881908bfc783dcb7170aa completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d165c365988190a751703b631a66be completed April 4, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d16698b4ec8190b3b8a2432e65d8e8 completed April 4, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:06 p.m.