Triple

T9584111
Position Surface form Disambiguated ID Type / Status
Subject Aransas National Wildlife Refuge E231244 entity
Predicate hasTrail P3625 FINISHED
Object Heron Flats Trail
Heron Flats Trail is a wildlife-viewing footpath in the Aransas National Wildlife Refuge known for its coastal wetlands, birdwatching opportunities, and scenic Gulf Coast habitat.
E809422 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: Heron Flats Trail | Statement: [Aransas National Wildlife Refuge, hasTrail, Heron Flats Trail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heron Flats Trail
Context triple: [Aransas National Wildlife Refuge, hasTrail, Heron Flats Trail]
  • A. Harkening Hill Trail
    Harkening Hill Trail is a scenic hiking route in the Peaks of Otter area of Virginia’s Blue Ridge Mountains, known for its forested paths, rock formations, and panoramic summit views.
  • B. Flower Ridge Trail
    Flower Ridge Trail is a popular alpine hiking route in British Columbia, Canada, known for its steep ascent to panoramic views of mountains, glaciers, and alpine meadows within Strathcona Provincial Park.
  • C. Parry Grove Trail
    Parry Grove Trail is a scenic hiking path in Torrey Pines State Natural Reserve known for its coastal views, native vegetation, and relatively steep access via a long staircase.
  • D. Fox Hollow Trail
    Fox Hollow Trail is a hiking path in Shenandoah National Park known for its easy loop through forest and historic homestead sites, beginning near the Dickey Ridge Visitor Center.
  • E. Elm Ridge Trail
    Elm Ridge Trail is a popular hiking route in New York’s Catskill Mountains that provides access to the summit area of Windham High Peak.
  • 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: Heron Flats Trail
Triple: [Aransas National Wildlife Refuge, hasTrail, Heron Flats Trail]
Generated description
Heron Flats Trail is a wildlife-viewing footpath in the Aransas National Wildlife Refuge known for its coastal wetlands, birdwatching opportunities, and scenic Gulf Coast habitat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heron Flats Trail
Target entity description: Heron Flats Trail is a wildlife-viewing footpath in the Aransas National Wildlife Refuge known for its coastal wetlands, birdwatching opportunities, and scenic Gulf Coast habitat.
  • A. Harkening Hill Trail
    Harkening Hill Trail is a scenic hiking route in the Peaks of Otter area of Virginia’s Blue Ridge Mountains, known for its forested paths, rock formations, and panoramic summit views.
  • B. Flower Ridge Trail
    Flower Ridge Trail is a popular alpine hiking route in British Columbia, Canada, known for its steep ascent to panoramic views of mountains, glaciers, and alpine meadows within Strathcona Provincial Park.
  • C. Parry Grove Trail
    Parry Grove Trail is a scenic hiking path in Torrey Pines State Natural Reserve known for its coastal views, native vegetation, and relatively steep access via a long staircase.
  • D. Fox Hollow Trail
    Fox Hollow Trail is a hiking path in Shenandoah National Park known for its easy loop through forest and historic homestead sites, beginning near the Dickey Ridge Visitor Center.
  • E. Elm Ridge Trail
    Elm Ridge Trail is a popular hiking route in New York’s Catskill Mountains that provides access to the summit area of Windham High Peak.
  • 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_69ca848161688190a68d514a0a9d5129 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99d080c88190a7d3876589d7b864 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16176ccf081908eb079ddd762ba28 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.