Triple

T5346972
Position Surface form Disambiguated ID Type / Status
Subject Detroit River International Wildlife Refuge E124080 entity
Predicate hasPart P35 FINISHED
Object Humbug Marsh Unit
Humbug Marsh Unit is a protected wetland area within the Detroit River International Wildlife Refuge, known for its critical habitat for migratory birds and diverse Great Lakes ecosystems.
E513250 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: Humbug Marsh Unit | Statement: [Detroit River International Wildlife Refuge, hasPart, Humbug Marsh Unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Humbug Marsh Unit
Context triple: [Detroit River International Wildlife Refuge, hasPart, Humbug Marsh Unit]
  • A. Mallory Swamp Wildlife Management Area
    Mallory Swamp Wildlife Management Area is a large, state-managed natural area in Lafayette County, Florida, known for its wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • B. Bandon Marsh National Wildlife Refuge
    Bandon Marsh National Wildlife Refuge is a protected coastal wetland area in Oregon known for its rich estuarine habitats and diverse birdlife, especially migratory shorebirds.
  • C. 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.
  • D. Pocosin Lakes National Wildlife Refuge
    Pocosin Lakes National Wildlife Refuge is a protected wetland area in eastern North Carolina known for its vast pocosin bogs and as critical habitat for migratory waterfowl, black bears, and other wildlife.
  • E. Hughlett Point Natural Area Preserve
    Hughlett Point Natural Area Preserve is a protected coastal habitat in Virginia known for its unspoiled beaches, dunes, and wetlands that support migratory birds and other wildlife.
  • 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: Humbug Marsh Unit
Triple: [Detroit River International Wildlife Refuge, hasPart, Humbug Marsh Unit]
Generated description
Humbug Marsh Unit is a protected wetland area within the Detroit River International Wildlife Refuge, known for its critical habitat for migratory birds and diverse Great Lakes ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Humbug Marsh Unit
Target entity description: Humbug Marsh Unit is a protected wetland area within the Detroit River International Wildlife Refuge, known for its critical habitat for migratory birds and diverse Great Lakes ecosystems.
  • A. Mallory Swamp Wildlife Management Area
    Mallory Swamp Wildlife Management Area is a large, state-managed natural area in Lafayette County, Florida, known for its wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • B. Bandon Marsh National Wildlife Refuge
    Bandon Marsh National Wildlife Refuge is a protected coastal wetland area in Oregon known for its rich estuarine habitats and diverse birdlife, especially migratory shorebirds.
  • C. 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.
  • D. Pocosin Lakes National Wildlife Refuge
    Pocosin Lakes National Wildlife Refuge is a protected wetland area in eastern North Carolina known for its vast pocosin bogs and as critical habitat for migratory waterfowl, black bears, and other wildlife.
  • E. Hughlett Point Natural Area Preserve
    Hughlett Point Natural Area Preserve is a protected coastal habitat in Virginia known for its unspoiled beaches, dunes, and wetlands that support migratory birds and other wildlife.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ede7c481908347d557aa4d19ad completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21cd34a08190857dd960c12fec0c completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf227781bc819083b8aba59618cc46 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf231d41848190b67de46bdbb38ab3 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:01 p.m.