Triple

T20394862
Position Surface form Disambiguated ID Type / Status
Subject Sykes Hot Springs area E500174 entity
Predicate trailheadLocation P30481 FINISHED
Object Big Sur Station
Big Sur Station is a visitor and ranger station in California’s Big Sur region that serves as a key access point and hub for hiking, camping, and wilderness information in the surrounding Los Padres National Forest.
 E1428479 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: Big Sur Station | Statement: [Sykes Hot Springs area, trailheadLocation, Big Sur Station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Sur Station
Context triple: [Sykes Hot Springs area, trailheadLocation, Big Sur Station]
  • A. Santa Rosa station
    Santa Rosa station is a transit stop on Line 4A of the local rail network, serving passengers in its surrounding urban area.
  • B. Santa Rosa station
    Santa Rosa station is a railway stop in Santa Rosa, Laguna, Philippines, serving passengers on the Philippine National Railways Metro Commuter Line.
  • C. San Joaquín station
    San Joaquín station is a stop on Santiago, Chile’s Metro system serving the Line 5 corridor in the city’s southeastern area.
  • D. San Luis Obispo station
    San Luis Obispo station is an Amtrak passenger rail station in San Luis Obispo, California, serving as a key stop for intercity trains along the Central Coast.
  • E. Great Overland Station
    Great Overland Station is a historic former railroad depot in Topeka, Kansas, now serving as a restored landmark and community event center.
  • 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: Big Sur Station
Triple: [Sykes Hot Springs area, trailheadLocation, Big Sur Station]
Generated description
Big Sur Station is a visitor and ranger station in California’s Big Sur region that serves as a key access point and hub for hiking, camping, and wilderness information in the surrounding Los Padres National Forest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Sur Station
Target entity description: Big Sur Station is a visitor and ranger station in California’s Big Sur region that serves as a key access point and hub for hiking, camping, and wilderness information in the surrounding Los Padres National Forest.
  • A. Santa Rosa station
    Santa Rosa station is a transit stop on Line 4A of the local rail network, serving passengers in its surrounding urban area.
  • B. Santa Rosa station
    Santa Rosa station is a railway stop in Santa Rosa, Laguna, Philippines, serving passengers on the Philippine National Railways Metro Commuter Line.
  • C. San Joaquín station
    San Joaquín station is a stop on Santiago, Chile’s Metro system serving the Line 5 corridor in the city’s southeastern area.
  • D. San Luis Obispo station
    San Luis Obispo station is an Amtrak passenger rail station in San Luis Obispo, California, serving as a key stop for intercity trains along the Central Coast.
  • E. Great Overland Station
    Great Overland Station is a historic former railroad depot in Topeka, Kansas, now serving as a restored landmark and community event center.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e679122058819083e3615a5ea0a82e completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08762804ac81909e90e7983246cb28 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877d6b364819080b5e701acea02aa completed May 16, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_6a08787cfe6c8190881554ead3cfd248 completed May 16, 2026, 2 p.m.
Created at: April 16, 2026, 11:28 a.m.