Triple

T9631722
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Artificial Intelligence Research Lab E232819 entity
Predicate shortName P43 FINISHED
Object BAIR
BAIR is a leading artificial intelligence research lab at the University of California, Berkeley, known for influential work across machine learning, robotics, computer vision, and AI safety.
 E812090 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: BAIR | Statement: [Berkeley Artificial Intelligence Research Lab, shortName, BAIR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BAIR
Context triple: [Berkeley Artificial Intelligence Research Lab, shortName, BAIR]
  • A. BAAS
    BAAS is the acronym commonly used for the British Association for the Advancement of Science, a historic organization dedicated to promoting science and its understanding.
  • B. BAYN
    BAYN is the stock ticker symbol for Bayer AG, the German multinational pharmaceutical and life sciences company.
  • C. BAW
    BAW is the ICAO airline designator used in aviation to identify British Airways flights and operations.
  • D. BAL
    BAL is the Amtrak station code for Pennsylvania Station in Baltimore, Maryland, a major rail hub in the city’s transportation network.
  • E. BAL
    BAL is the commonly used acronym for the Basketball Africa League, a professional pan-African basketball competition organized in partnership with the NBA and FIBA.
  • 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: BAIR
Triple: [Berkeley Artificial Intelligence Research Lab, shortName, BAIR]
Generated description
BAIR is a leading artificial intelligence research lab at the University of California, Berkeley, known for influential work across machine learning, robotics, computer vision, and AI safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BAIR
Target entity description: BAIR is a leading artificial intelligence research lab at the University of California, Berkeley, known for influential work across machine learning, robotics, computer vision, and AI safety.
  • A. BAAS
    BAAS is the acronym commonly used for the British Association for the Advancement of Science, a historic organization dedicated to promoting science and its understanding.
  • B. BAYN
    BAYN is the stock ticker symbol for Bayer AG, the German multinational pharmaceutical and life sciences company.
  • C. BAW
    BAW is the ICAO airline designator used in aviation to identify British Airways flights and operations.
  • D. BAL
    BAL is the Amtrak station code for Pennsylvania Station in Baltimore, Maryland, a major rail hub in the city’s transportation network.
  • E. BAL
    BAL is the commonly used acronym for the Basketball Africa League, a professional pan-African basketball competition organized in partnership with the NBA and FIBA.
  • 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_69ca848940cc8190b97cec654cb3bb4a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b2621408190bfe2ea5a05359ee0 completed April 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1822e12b8819089d4a64a9980cfcd completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d183c71a44819092f556c8b1301fca completed April 4, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69d1842ba7088190bc663ede36b2d396 completed April 4, 2026, 9:35 p.m.
Created at: March 30, 2026, 8:11 p.m.