Triple

T7855238
Position Surface form Disambiguated ID Type / Status
Subject Mill Valley, California E182157 entity
Predicate hasNeighborhood P40 FINISHED
Object Downtown Mill Valley
Downtown Mill Valley is the central commercial and cultural district of Mill Valley, California, known for its small-town charm, local shops, restaurants, and proximity to Mount Tamalpais.
 E182157 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: Downtown Mill Valley | Statement: [Mill Valley, California, hasNeighborhood, Downtown Mill Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Downtown Mill Valley
Context triple: [Mill Valley, California, hasNeighborhood, Downtown Mill Valley]
  • A. Mill Valley, California
    Mill Valley, California is a small, affluent city in Marin County just north of San Francisco, known for its redwood forests, scenic hills, and vibrant arts and outdoor culture.
  • B. Corte Madera
    Corte Madera is a small, affluent town in the San Francisco Bay Area known for its residential neighborhoods, open space preserves, and upscale shopping centers.
  • C. Downtown Tiburon
    Downtown Tiburon is the central waterfront district of Tiburon, California, known for its scenic views of San Francisco Bay, upscale shops, restaurants, and ferry access.
  • D. Golden Gate Village
    Golden Gate Village is a historic mid-20th-century public housing complex in Marin County, California, noted for its modernist design and views of the San Francisco Bay.
  • E. Sea Mills
    Sea Mills is a suburban riverside area and railway station in Bristol, England, known for its residential character and access to local rail services.
  • 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: Downtown Mill Valley
Triple: [Mill Valley, California, hasNeighborhood, Downtown Mill Valley]
Generated description
Downtown Mill Valley is the central commercial and cultural district of Mill Valley, California, known for its small-town charm, local shops, restaurants, and proximity to Mount Tamalpais.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Downtown Mill Valley
Target entity description: Downtown Mill Valley is the central commercial and cultural district of Mill Valley, California, known for its small-town charm, local shops, restaurants, and proximity to Mount Tamalpais.
  • A. Mill Valley, California chosen
    Mill Valley, California is a small, affluent city in Marin County just north of San Francisco, known for its redwood forests, scenic hills, and vibrant arts and outdoor culture.
  • B. Corte Madera
    Corte Madera is a small, affluent town in the San Francisco Bay Area known for its residential neighborhoods, open space preserves, and upscale shopping centers.
  • C. Downtown Tiburon
    Downtown Tiburon is the central waterfront district of Tiburon, California, known for its scenic views of San Francisco Bay, upscale shops, restaurants, and ferry access.
  • D. Golden Gate Village
    Golden Gate Village is a historic mid-20th-century public housing complex in Marin County, California, noted for its modernist design and views of the San Francisco Bay.
  • E. Sea Mills
    Sea Mills is a suburban riverside area and railway station in Bristol, England, known for its residential character and access to local rail services.
  • F. None of above.

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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a74592c8190b42f298e3e33617b completed March 31, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b27e9b081909a0574458ddf43b0 completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762eab0881909c5035b3086dfdd9 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb801cc0c8190864d28e199eb5e67 completed March 31, 2026, 12:03 p.m.
Created at: March 30, 2026, 4:52 p.m.