Triple

T9850567
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Institute of Design E239457 entity
Predicate abbreviation P43 FINISHED
Object BiD
BiD is the Berkeley Institute of Design, an interdisciplinary research group at UC Berkeley focused on human-centered design, human-computer interaction, and related areas.
 E824943 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: BiD | Statement: [Berkeley Institute of Design, abbreviation, BiD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BiD
Context triple: [Berkeley Institute of Design, abbreviation, BiD]
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. BD
    BD is the currency symbol used to denote the Bahraini dinar, the official monetary unit of Bahrain.
  • C. BD
    BD is the UK postcode area covering Bradford and surrounding parts of West Yorkshire.
  • D. BD
    BD is the station code used to identify Bandung railway station in Indonesia’s rail network.
  • E. BIL
    BIL is the three-letter IATA airport code for Billings Logan International Airport in Billings, Montana, United States.
  • 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: BiD
Triple: [Berkeley Institute of Design, abbreviation, BiD]
Generated description
BiD is the Berkeley Institute of Design, an interdisciplinary research group at UC Berkeley focused on human-centered design, human-computer interaction, and related areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BiD
Target entity description: BiD is the Berkeley Institute of Design, an interdisciplinary research group at UC Berkeley focused on human-centered design, human-computer interaction, and related areas.
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. BD
    BD is the UK postcode area covering Bradford and surrounding parts of West Yorkshire.
  • C. BD
    BD is the currency symbol used to denote the Bahraini dinar, the official monetary unit of Bahrain.
  • D. BD
    BD is the station code used to identify Bandung railway station in Indonesia’s rail network.
  • E. BIL
    BIL is the three-letter IATA airport code for Billings Logan International Airport in Billings, Montana, United States.
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb372efc88190a801b2d7384445d7 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5ea5eac8190af7fad00a6398c5e completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6815e28819081788393cda63bc0 completed April 5, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_69d1d75210f4819096ee05a8b870581e completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:34 p.m.