Triple

T16871821
Position Surface form Disambiguated ID Type / Status
Subject College Avenue (Oakland–Berkeley) E421185 entity
Predicate partOf P40 FINISHED
Object Rockridge commercial district
Rockridge commercial district is a vibrant shopping and dining area in Oakland, California, known for its independent boutiques, restaurants, and cafes clustered along College Avenue.
E1237671 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: Rockridge commercial district | Statement: [College Avenue (Oakland–Berkeley), partOf, Rockridge commercial district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rockridge commercial district
Context triple: [College Avenue (Oakland–Berkeley), partOf, Rockridge commercial district]
  • A. Burlingame Avenue commercial district
    The Burlingame Avenue commercial district is a historic downtown shopping and dining area in Burlingame, California, known for its early 20th-century architecture and pedestrian-friendly streetscape.
  • B. Belmont neighborhood commercial district
    The Belmont neighborhood commercial district is a vibrant, pedestrian-friendly business corridor in Southeast Portland known for its eclectic mix of independent shops, cafes, bars, and historic buildings.
  • C. Hartz Avenue commercial district
    Hartz Avenue commercial district is the main downtown shopping and dining corridor of Danville, California, known for its small-town charm, boutiques, and restaurants.
  • D. Forest Hills commercial district
    Forest Hills commercial district is a bustling shopping and dining area in Queens, New York, centered around Austin Street and 71st Avenue and known for its mix of local boutiques, chain stores, and restaurants.
  • E. Euclid Avenue commercial district
    The Euclid Avenue commercial district is a vibrant urban corridor in St. Louis known for its mix of shops, restaurants, nightlife, and historic architecture.
  • 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: Rockridge commercial district
Triple: [College Avenue (Oakland–Berkeley), partOf, Rockridge commercial district]
Generated description
Rockridge commercial district is a vibrant shopping and dining area in Oakland, California, known for its independent boutiques, restaurants, and cafes clustered along College Avenue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rockridge commercial district
Target entity description: Rockridge commercial district is a vibrant shopping and dining area in Oakland, California, known for its independent boutiques, restaurants, and cafes clustered along College Avenue.
  • A. Burlingame Avenue commercial district
    The Burlingame Avenue commercial district is a historic downtown shopping and dining area in Burlingame, California, known for its early 20th-century architecture and pedestrian-friendly streetscape.
  • B. Belmont neighborhood commercial district
    The Belmont neighborhood commercial district is a vibrant, pedestrian-friendly business corridor in Southeast Portland known for its eclectic mix of independent shops, cafes, bars, and historic buildings.
  • C. Hartz Avenue commercial district
    Hartz Avenue commercial district is the main downtown shopping and dining corridor of Danville, California, known for its small-town charm, boutiques, and restaurants.
  • D. Forest Hills commercial district
    Forest Hills commercial district is a bustling shopping and dining area in Queens, New York, centered around Austin Street and 71st Avenue and known for its mix of local boutiques, chain stores, and restaurants.
  • E. Euclid Avenue commercial district
    The Euclid Avenue commercial district is a vibrant urban corridor in St. Louis known for its mix of shops, restaurants, nightlife, and historic architecture.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f31b448190a21e3e4d1a0d2f73 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b0dcbc8190a164cbd57586ac9c completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c345229481909d8c0b8a122266bb completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c42315448190aecedc58fa0b7319 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.