Triple

T630633
Position Surface form Disambiguated ID Type / Status
Subject Camp Pendleton, California E15917 entity
Predicate near P350 FINISHED
Object Fallbrook, California
Fallbrook, California is a rural community in northern San Diego County known for its avocado groves and proximity to the Camp Pendleton Marine Corps base.
E103533 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: Fallbrook, California | Statement: [Camp Pendleton, California, near, Fallbrook, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fallbrook, California
Context triple: [Camp Pendleton, California, near, Fallbrook, California]
  • A. Colfax, California
    Colfax, California is a small historic Gold Rush–era town in Placer County known as a former railroad hub in the Sierra Nevada foothills.
  • B. Woodside, California
    Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
  • C. Farmersville, California
    Farmersville, California is a small agricultural city in California's San Joaquin Valley known for its farming-based economy and rural community character.
  • D. Nipton, California
    Nipton, California is a small, historic desert town in eastern San Bernardino County near the Nevada border, known for its remote location, eco-tourism focus, and proximity to Mojave Desert landscapes.
  • E. Rosamond, California
    Rosamond, California is a small Mojave Desert community in Kern County known for its proximity to major aerospace and military testing facilities.
  • 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: Fallbrook, California
Triple: [Camp Pendleton, California, near, Fallbrook, California]
Generated description
Fallbrook, California is a rural community in northern San Diego County known for its avocado groves and proximity to the Camp Pendleton Marine Corps base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fallbrook, California
Target entity description: Fallbrook, California is a rural community in northern San Diego County known for its avocado groves and proximity to the Camp Pendleton Marine Corps base.
  • A. Colfax, California
    Colfax, California is a small historic Gold Rush–era town in Placer County known as a former railroad hub in the Sierra Nevada foothills.
  • B. Woodside, California
    Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
  • C. Farmersville, California
    Farmersville, California is a small agricultural city in California's San Joaquin Valley known for its farming-based economy and rural community character.
  • D. Nipton, California
    Nipton, California is a small, historic desert town in eastern San Bernardino County near the Nevada border, known for its remote location, eco-tourism focus, and proximity to Mojave Desert landscapes.
  • E. Rosamond, California
    Rosamond, California is a small Mojave Desert community in Kern County known for its proximity to major aerospace and military testing facilities.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec171008190ab91dee86e9279af completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b830bf5c81908784e8146987eb96 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7ba8dd7408190b5ee7688e45f2473 completed March 4, 2026, 4:52 a.m.
NED2 Entity disambiguation (via description) batch_69a7bc1da490819097fe1e60e3e93ba4 completed March 4, 2026, 4:59 a.m.
Created at: March 1, 2026, 7:35 p.m.