Triple

T8403572
Position Surface form Disambiguated ID Type / Status
Subject Twelvemile Beach E198436 entity
Predicate hasAccessPoint P1985 FINISHED
Object Twelvemile Beach Campground
Twelvemile Beach Campground is a rustic lakeside camping area in Michigan’s Pictured Rocks National Lakeshore, known for its scenic shoreline sites along Lake Superior.
 E732502 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: Twelvemile Beach Campground | Statement: [Twelvemile Beach, hasAccessPoint, Twelvemile Beach Campground]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twelvemile Beach Campground
Context triple: [Twelvemile Beach, hasAccessPoint, Twelvemile Beach Campground]
  • A. Rock Harbor Campground
    Rock Harbor Campground is a backcountry camping area near the Rock Harbor area of Isle Royale National Park in Lake Superior, offering rustic campsites accessible primarily by boat or foot.
  • B. Hattie Cove Campground
    Hattie Cove Campground is a scenic lakeside camping area in Ontario’s Pukaskwa National Park, known for its rugged Lake Superior shoreline, hiking access, and tranquil natural setting.
  • C. Lower Pines Campground
    Lower Pines Campground is a popular riverside camping area in Yosemite National Park’s Yosemite Valley, offering tent and RV sites with close access to iconic park attractions and hiking trails.
  • D. Colter Bay Campground
    Colter Bay Campground is a large, popular camping area in Grand Teton National Park that offers wooded sites near Jackson Lake with easy access to hiking, boating, and park services.
  • E. Islay Creek Campground
    Islay Creek Campground is a coastal, primitive-style campground in California known for its scenic canyon setting, access to hiking and mountain biking trails, and proximity to the rugged shoreline of Montaña de Oro State Park.
  • 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: Twelvemile Beach Campground
Triple: [Twelvemile Beach, hasAccessPoint, Twelvemile Beach Campground]
Generated description
Twelvemile Beach Campground is a rustic lakeside camping area in Michigan’s Pictured Rocks National Lakeshore, known for its scenic shoreline sites along Lake Superior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twelvemile Beach Campground
Target entity description: Twelvemile Beach Campground is a rustic lakeside camping area in Michigan’s Pictured Rocks National Lakeshore, known for its scenic shoreline sites along Lake Superior.
  • A. Rock Harbor Campground
    Rock Harbor Campground is a backcountry camping area near the Rock Harbor area of Isle Royale National Park in Lake Superior, offering rustic campsites accessible primarily by boat or foot.
  • B. Hattie Cove Campground
    Hattie Cove Campground is a scenic lakeside camping area in Ontario’s Pukaskwa National Park, known for its rugged Lake Superior shoreline, hiking access, and tranquil natural setting.
  • C. Lower Pines Campground
    Lower Pines Campground is a popular riverside camping area in Yosemite National Park’s Yosemite Valley, offering tent and RV sites with close access to iconic park attractions and hiking trails.
  • D. Colter Bay Campground
    Colter Bay Campground is a large, popular camping area in Grand Teton National Park that offers wooded sites near Jackson Lake with easy access to hiking, boating, and park services.
  • E. Islay Creek Campground
    Islay Creek Campground is a coastal, primitive-style campground in California known for its scenic canyon setting, access to hiking and mountain biking trails, and proximity to the rugged shoreline of Montaña de Oro State Park.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb82505e0c81909549db59b7c4eb00 completed March 31, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce02ece0a88190bf64abaa8d202de3 completed April 2, 2026, 5:47 a.m.
NEDg Description generation batch_69ce077f25648190b9a95fb72f5b4f8c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce08e192088190ad8170b1bedd568d completed April 2, 2026, 6:12 a.m.
Created at: March 30, 2026, 6:04 p.m.