Triple

T15513430
Position Surface form Disambiguated ID Type / Status
Subject Scarborough, Maine E368770 entity
Predicate hasProtectedArea P855 FINISHED
Object Scarborough Marsh Wildlife Management Area
Scarborough Marsh Wildlife Management Area is a large coastal salt marsh in southern Maine known for its rich birdlife, tidal wetlands, and opportunities for wildlife observation and paddling.
E1162319 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: Scarborough Marsh Wildlife Management Area | Statement: [Scarborough, Maine, hasProtectedArea, Scarborough Marsh Wildlife Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scarborough Marsh Wildlife Management Area
Context triple: [Scarborough, Maine, hasProtectedArea, Scarborough Marsh Wildlife Management Area]
  • A. Pitt-Addington Marsh Wildlife Management Area
    Pitt-Addington Marsh Wildlife Management Area is a protected wetland and wildlife habitat in British Columbia known for its rich birdlife, ecological diversity, and opportunities for nature viewing and outdoor recreation.
  • B. 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.
  • C. Saco Bay Wildlife Management Area
    Saco Bay Wildlife Management Area is a protected coastal habitat in Maine managed for the conservation of wildlife and natural resources, including shorebirds and other coastal species.
  • D. 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.
  • E. 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.
  • 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: Scarborough Marsh Wildlife Management Area
Triple: [Scarborough, Maine, hasProtectedArea, Scarborough Marsh Wildlife Management Area]
Generated description
Scarborough Marsh Wildlife Management Area is a large coastal salt marsh in southern Maine known for its rich birdlife, tidal wetlands, and opportunities for wildlife observation and paddling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scarborough Marsh Wildlife Management Area
Target entity description: Scarborough Marsh Wildlife Management Area is a large coastal salt marsh in southern Maine known for its rich birdlife, tidal wetlands, and opportunities for wildlife observation and paddling.
  • A. Pitt-Addington Marsh Wildlife Management Area
    Pitt-Addington Marsh Wildlife Management Area is a protected wetland and wildlife habitat in British Columbia known for its rich birdlife, ecological diversity, and opportunities for nature viewing and outdoor recreation.
  • B. 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.
  • C. Saco Bay Wildlife Management Area
    Saco Bay Wildlife Management Area is a protected coastal habitat in Maine managed for the conservation of wildlife and natural resources, including shorebirds and other coastal species.
  • D. 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.
  • E. 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.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04031e62c8190953b61207142af15 completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d4edee481908382ca5cd266f7b0 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3f59213c8190a9c98350225b5151 completed May 9, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff3ff96a6c8190a4c9f20dabc86cef completed May 9, 2026, 2:08 p.m.
Created at: April 10, 2026, 4:01 a.m.