Triple

T11728851
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Institute for Data Science E278846 entity
Predicate shortName P43 FINISHED
Object BIDS
BIDS is the Berkeley Institute for Data Science, a multidisciplinary center at UC Berkeley focused on advancing data-intensive research and open science.
 E943422 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: BIDS | Statement: [Berkeley Institute for Data Science, shortName, BIDS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BIDS
Context triple: [Berkeley Institute for Data Science, shortName, BIDS]
  • A. BIDS
    BIDS is an integrated development environment from Microsoft used primarily for designing, developing, and deploying business intelligence solutions such as SSIS packages, SSRS reports, and SSAS cubes.
  • B. BIE
    BIE is an acronym that can refer to various organizations or concepts depending on the context, such as educational bodies, international bureaus, or technical terms.
  • C. BIE
    BIE is a U.S. federal agency within the Department of the Interior responsible for providing and overseeing education services for Native American students in schools on or near reservations.
  • D. BIE
    BIE is the commonly used acronym for the Bureau International des Expositions, the intergovernmental organization that oversees and regulates World Expos.
  • E. 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.
  • 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: BIDS
Triple: [Berkeley Institute for Data Science, shortName, BIDS]
Generated description
BIDS is the Berkeley Institute for Data Science, a multidisciplinary center at UC Berkeley focused on advancing data-intensive research and open science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BIDS
Target entity description: BIDS is the Berkeley Institute for Data Science, a multidisciplinary center at UC Berkeley focused on advancing data-intensive research and open science.
  • A. BIDS
    BIDS is an integrated development environment from Microsoft used primarily for designing, developing, and deploying business intelligence solutions such as SSIS packages, SSRS reports, and SSAS cubes.
  • B. BIE
    BIE is a U.S. federal agency within the Department of the Interior responsible for providing and overseeing education services for Native American students in schools on or near reservations.
  • C. BIE
    BIE is an acronym that can refer to various organizations or concepts depending on the context, such as educational bodies, international bureaus, or technical terms.
  • D. BIE
    BIE is the commonly used acronym for the Bureau International des Expositions, the intergovernmental organization that oversees and regulates World Expos.
  • E. 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.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d80ef881908cab956787ab07fd completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f0198de0708190bc3f6ec2533c8a5b completed April 28, 2026, 2:21 a.m.
NEDg Description generation batch_69f0319271788190a105828ae7582668 completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05a44dcb88190a0bb57b0c8fef6b9 completed April 28, 2026, 6:57 a.m.
Created at: April 8, 2026, 9:41 p.m.