Triple

T12482355
Position Surface form Disambiguated ID Type / Status
Subject Wrentham, Massachusetts E298342 entity
Predicate hasRecreationArea P5383 FINISHED
Object F. Gilbert Hills State Forest
F. Gilbert Hills State Forest is a public woodland and recreation area in southeastern Massachusetts known for its extensive trail network for hiking, mountain biking, and off-road vehicle use.
 E985650 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: F. Gilbert Hills State Forest | Statement: [Wrentham, Massachusetts, hasRecreationArea, F. Gilbert Hills State Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: F. Gilbert Hills State Forest
Context triple: [Wrentham, Massachusetts, hasRecreationArea, F. Gilbert Hills State Forest]
  • A. Loess Hills State Forest
    Loess Hills State Forest is a protected woodland and prairie area in western Iowa that preserves the unique wind-deposited loess bluff landscapes and provides opportunities for hiking, wildlife viewing, and conservation.
  • B. California Hill State Forest
    California Hill State Forest is a publicly owned woodland and recreation area in Putnam County, New York, known for its hiking, wildlife habitat, and natural conservation.
  • C. Harrison-Crawford State Forest
    Harrison-Crawford State Forest is a large protected woodland and recreation area in southern Indiana known for its rugged terrain, hiking trails, and proximity to the Ohio River and O'Bannon Woods State Park.
  • D. Green Ridge State Forest
    Green Ridge State Forest is a large, rugged public forest in Allegany County, Maryland, known for its Appalachian mountain scenery, extensive hiking and camping opportunities, and remote, backcountry character.
  • E. Buchanan State Forest
    Buchanan State Forest is a Pennsylvania state forest known for its rugged Appalachian terrain, extensive hiking and hunting opportunities, and largely undeveloped woodland landscapes.
  • 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: F. Gilbert Hills State Forest
Triple: [Wrentham, Massachusetts, hasRecreationArea, F. Gilbert Hills State Forest]
Generated description
F. Gilbert Hills State Forest is a public woodland and recreation area in southeastern Massachusetts known for its extensive trail network for hiking, mountain biking, and off-road vehicle use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: F. Gilbert Hills State Forest
Target entity description: F. Gilbert Hills State Forest is a public woodland and recreation area in southeastern Massachusetts known for its extensive trail network for hiking, mountain biking, and off-road vehicle use.
  • A. Loess Hills State Forest
    Loess Hills State Forest is a protected woodland and prairie area in western Iowa that preserves the unique wind-deposited loess bluff landscapes and provides opportunities for hiking, wildlife viewing, and conservation.
  • B. California Hill State Forest
    California Hill State Forest is a publicly owned woodland and recreation area in Putnam County, New York, known for its hiking, wildlife habitat, and natural conservation.
  • C. Harrison-Crawford State Forest
    Harrison-Crawford State Forest is a large protected woodland and recreation area in southern Indiana known for its rugged terrain, hiking trails, and proximity to the Ohio River and O'Bannon Woods State Park.
  • D. Green Ridge State Forest
    Green Ridge State Forest is a large, rugged public forest in Allegany County, Maryland, known for its Appalachian mountain scenery, extensive hiking and camping opportunities, and remote, backcountry character.
  • E. Buchanan State Forest
    Buchanan State Forest is a Pennsylvania state forest known for its rugged Appalachian terrain, extensive hiking and hunting opportunities, and largely undeveloped woodland landscapes.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dcef6548190a6d29375bdabd17d completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f29307c8190b024d889d45ba9f7 completed May 2, 2026, 6:15 p.m.
NEDg Description generation batch_69f6437e88c881909b7f1d55c11b0825 completed May 2, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69f644464c0c8190a8d4ea4914d32e7f completed May 2, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:56 p.m.