Triple

T22528773
Position Surface form Disambiguated ID Type / Status
Subject Dr. Babasaheb Ambedkar Marathwada University E556974 entity
Predicate abbreviation P43 FINISHED
Object BAMU
BAMU is a public state university located in Aurangabad, Maharashtra, India, named after social reformer Dr. B. R. Ambedkar and serving as a major center for higher education in the Marathwada region.
 E1542054 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: BAMU | Statement: [Dr. Babasaheb Ambedkar Marathwada University, abbreviation, BAMU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BAMU
Context triple: [Dr. Babasaheb Ambedkar Marathwada University, abbreviation, BAMU]
  • A. BAM
    BAM is a contemporary art museum in Boise, Idaho, known for its rotating exhibitions, educational programs, and regional art collections.
  • B. BAM
    BAM is a renowned multi-arts center in Brooklyn, New York, known for its innovative programming in theater, dance, music, opera, and film.
  • C. BAM
    BAM is the stock ticker symbol for Brookfield Asset Management, a major global alternative asset management company.
  • D. BAM
    BAM is the National Rail station code for Bamford railway station in Derbyshire, England.
  • E. BAM
    BAM is the three-letter ISO 4217 currency code for the Bosnia and Herzegovina convertible mark, the official currency of Bosnia and Herzegovina.
  • 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: BAMU
Triple: [Dr. Babasaheb Ambedkar Marathwada University, abbreviation, BAMU]
Generated description
BAMU is a public state university located in Aurangabad, Maharashtra, India, named after social reformer Dr. B. R. Ambedkar and serving as a major center for higher education in the Marathwada region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BAMU
Target entity description: BAMU is a public state university located in Aurangabad, Maharashtra, India, named after social reformer Dr. B. R. Ambedkar and serving as a major center for higher education in the Marathwada region.
  • A. BAM
    BAM is a renowned multi-arts center in Brooklyn, New York, known for its innovative programming in theater, dance, music, opera, and film.
  • B. BAM
    BAM is a contemporary art museum in Boise, Idaho, known for its rotating exhibitions, educational programs, and regional art collections.
  • C. BAM
    BAM is the stock ticker symbol for Brookfield Asset Management, a major global alternative asset management company.
  • D. BAM
    BAM is the National Rail station code for Bamford railway station in Derbyshire, England.
  • E. BAM
    BAM is the three-letter ISO 4217 currency code for the Bosnia and Herzegovina convertible mark, the official currency of Bosnia and Herzegovina.
  • 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15ed4d4608190ba93bb54f15334a5 completed April 29, 2026, 1:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1dda8fd48190a9bb7f64c2b0b684 completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b1f71cd00819089872bb9fe52a248 completed May 18, 2026, 2:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0b257ec8a481908bf6c6c0b722e702 completed May 18, 2026, 2:43 p.m.
Created at: April 16, 2026, 8:51 p.m.