Triple

T1465266
Position Surface form Disambiguated ID Type / Status
Subject San Bernardino County E27007 entity
Predicate hasMajorCity P316 FINISHED
Object Needles
Needles is a small desert city in eastern San Bernardino County, California, located along the Colorado River near the Arizona border and historically known as a stop on Route 66.
 E167707 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: Needles | Statement: [San Bernardino County, hasMajorCity, Needles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Needles
Context triple: [San Bernardino County, hasMajorCity, Needles]
  • A. Fingertips
    "Fingertips" is an early 1960s live-recorded hit single by Stevie Wonder that became his first number-one song on the Billboard Hot 100.
  • B. Give Me Novacaine
    "Give Me Novacaine" is a song by American punk rock band Green Day from their rock opera album *American Idiot*, blending melodic punk with themes of emotional numbness and escape.
  • C. Numb
    "Numb" is a song by U2, featured on their 1993 album *Zooropa*, known for its monotone vocal delivery and experimental, industrial-influenced sound.
  • D. How Low
    "How Low" is a popular hip-hop single by American rapper Ludacris, known for its catchy hook and heavy club-oriented production.
  • E. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • 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: Needles
Triple: [San Bernardino County, hasMajorCity, Needles]
Generated description
Needles is a small desert city in eastern San Bernardino County, California, located along the Colorado River near the Arizona border and historically known as a stop on Route 66.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Needles
Target entity description: Needles is a small desert city in eastern San Bernardino County, California, located along the Colorado River near the Arizona border and historically known as a stop on Route 66.
  • A. Fingertips
    "Fingertips" is an early 1960s live-recorded hit single by Stevie Wonder that became his first number-one song on the Billboard Hot 100.
  • B. Give Me Novacaine
    "Give Me Novacaine" is a song by American punk rock band Green Day from their rock opera album *American Idiot*, blending melodic punk with themes of emotional numbness and escape.
  • C. Numb
    "Numb" is a song by U2, featured on their 1993 album *Zooropa*, known for its monotone vocal delivery and experimental, industrial-influenced sound.
  • D. How Low
    "How Low" is a popular hip-hop single by American rapper Ludacris, known for its catchy hook and heavy club-oriented production.
  • E. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • 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_69a496d25d6881909dbd84f86d763992 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c5ba2d5c81909ee85713de961fcb completed March 1, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e7c8a608190b3ca574c118e89b5 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f462d708190afa0c2df1e043946 completed March 8, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69ad0fb331e881908455844135bb3208 completed March 8, 2026, 5:57 a.m.
Created at: March 1, 2026, 8:01 p.m.