Triple

T14000270
Position Surface form Disambiguated ID Type / Status
Subject Bicol State College of Applied Sciences and Technology E336801 entity
Predicate abbreviation P43 FINISHED
Object BISCAST
BISCAST is a public higher education institution in the Bicol region of the Philippines specializing in applied sciences, technology, and related professional fields.
 E1074767 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: BISCAST | Statement: [Bicol State College of Applied Sciences and Technology, abbreviation, BISCAST]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BISCAST
Context triple: [Bicol State College of Applied Sciences and Technology, abbreviation, BISCAST]
  • A. BIS
    BIS is the commonly used abbreviation for the former UK Department for Business, Innovation and Skills, which oversaw business regulation, higher education, and innovation policy.
  • B. BIS
    BIS is the Bank for International Settlements, an international financial institution that serves as a bank for central banks and fosters global monetary and financial stability.
  • C. BIS
    BIS is the commonly used acronym for the U.S. Department of Commerce’s Bureau of Industry and Security, which oversees export controls and national security–related trade regulations.
  • D. BIS
    BIS is the National Rail station code for Bishop's Stortford railway station in Hertfordshire, England.
  • E. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • 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: BISCAST
Triple: [Bicol State College of Applied Sciences and Technology, abbreviation, BISCAST]
Generated description
BISCAST is a public higher education institution in the Bicol region of the Philippines specializing in applied sciences, technology, and related professional fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BISCAST
Target entity description: BISCAST is a public higher education institution in the Bicol region of the Philippines specializing in applied sciences, technology, and related professional fields.
  • A. BIS
    BIS is the commonly used abbreviation for the former UK Department for Business, Innovation and Skills, which oversaw business regulation, higher education, and innovation policy.
  • B. BIS
    BIS is the Bank for International Settlements, an international financial institution that serves as a bank for central banks and fosters global monetary and financial stability.
  • C. BIS
    BIS is the commonly used acronym for the U.S. Department of Commerce’s Bureau of Industry and Security, which oversees export controls and national security–related trade regulations.
  • D. BIS
    BIS is the National Rail station code for Bishop's Stortford railway station in Hertfordshire, England.
  • E. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb81b208190a961e49a02fa4140 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9f1f6c8190af7ddac920661bd5 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae3d04f081908c8d28148b4f1de0 completed May 6, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf41636c8190bf44bd238bd9d9a4 completed May 6, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:19 p.m.