Triple

T3843166
Position Surface form Disambiguated ID Type / Status
Subject Long Beach Transit E93502 entity
Predicate serves P98 FINISHED
Object Signal Hill, California
Signal Hill, California is a small, oil-rich city completely surrounded by Long Beach in Los Angeles County, known for its panoramic hilltop views and historic petroleum industry.
E392420 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: Signal Hill, California | Statement: [Long Beach Transit, serves, Signal Hill, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Signal Hill, California
Context triple: [Long Beach Transit, serves, Signal Hill, California]
  • A. Fairhaven, California
    Fairhaven, California is a small unincorporated coastal community in Humboldt County, known for its location on the shores of Humboldt Bay near Eureka.
  • B. Castle Hill, California
    Castle Hill, California is a small unincorporated community and residential area in Contra Costa County in the San Francisco Bay Area.
  • C. La Palma, California
    La Palma, California is a small suburban city in northern Orange County known for its residential neighborhoods, parks, and high-ranking public schools.
  • D. Capitola, California
    Capitola, California is a small coastal city on Monterey Bay known for its colorful seaside village, beaches, and role as a popular tourist destination near Santa Cruz.
  • E. San Jacinto, California
    San Jacinto, California is a small city in Riverside County known for its historic roots, proximity to the San Jacinto Mountains, and role as part of the Inland Empire region.
  • 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: Signal Hill, California
Triple: [Long Beach Transit, serves, Signal Hill, California]
Generated description
Signal Hill, California is a small, oil-rich city completely surrounded by Long Beach in Los Angeles County, known for its panoramic hilltop views and historic petroleum industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Signal Hill, California
Target entity description: Signal Hill, California is a small, oil-rich city completely surrounded by Long Beach in Los Angeles County, known for its panoramic hilltop views and historic petroleum industry.
  • A. Fairhaven, California
    Fairhaven, California is a small unincorporated coastal community in Humboldt County, known for its location on the shores of Humboldt Bay near Eureka.
  • B. Castle Hill, California
    Castle Hill, California is a small unincorporated community and residential area in Contra Costa County in the San Francisco Bay Area.
  • C. La Palma, California
    La Palma, California is a small suburban city in northern Orange County known for its residential neighborhoods, parks, and high-ranking public schools.
  • D. Capitola, California
    Capitola, California is a small coastal city on Monterey Bay known for its colorful seaside village, beaches, and role as a popular tourist destination near Santa Cruz.
  • E. San Jacinto, California
    San Jacinto, California is a small city in Riverside County known for its historic roots, proximity to the San Jacinto Mountains, and role as part of the Inland Empire region.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeebb4fd308190a636ba9dbbe57ed6 completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5040f93948190b104cf1b7db671b7 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504c46dcc8190a9775c39e5c734a9 completed March 14, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69b505742830819093a861bde17c03c0 completed March 14, 2026, 6:51 a.m.
Created at: March 9, 2026, 3:18 p.m.