Triple
T737719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | INFORMS |
E14969
|
entity |
| Predicate | organizes |
P123
|
FINISHED |
| Object |
INFORMS Business Analytics Conference
The INFORMS Business Analytics Conference is a premier annual event that brings together analytics professionals, researchers, and industry leaders to share best practices, case studies, and innovations in applying data and analytics to real-world business problems.
|
E90651
|
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: INFORMS Business Analytics Conference | Statement: [INFORMS, organizes, INFORMS Business Analytics Conference]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INFORMS Business Analytics Conference Context triple: [INFORMS, organizes, INFORMS Business Analytics Conference]
-
A.
INFORMS
INFORMS is a leading international professional society for operations research and analytics, dedicated to advancing research, education, and the application of quantitative methods to decision-making.
-
B.
INFORMS Journal on Applied Analytics
INFORMS Journal on Applied Analytics is a peer-reviewed academic journal that focuses on real-world applications of operations research and analytics to improve decision-making in business, government, and industry.
-
C.
American Assembly of Collegiate Schools of Business
The American Assembly of Collegiate Schools of Business, now known as AACSB International, is a leading global accrediting body and membership association for business schools and accounting programs.
-
D.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
E.
INFORMS Prize Committee
The INFORMS Prize Committee is a body within the Institute for Operations Research and the Management Sciences responsible for selecting and overseeing recipients of major scholarly awards in operations research and related fields.
- 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: INFORMS Business Analytics Conference Triple: [INFORMS, organizes, INFORMS Business Analytics Conference]
Generated description
The INFORMS Business Analytics Conference is a premier annual event that brings together analytics professionals, researchers, and industry leaders to share best practices, case studies, and innovations in applying data and analytics to real-world business problems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: INFORMS Business Analytics Conference Target entity description: The INFORMS Business Analytics Conference is a premier annual event that brings together analytics professionals, researchers, and industry leaders to share best practices, case studies, and innovations in applying data and analytics to real-world business problems.
-
A.
INFORMS
INFORMS is a leading international professional society for operations research and analytics, dedicated to advancing research, education, and the application of quantitative methods to decision-making.
-
B.
INFORMS Journal on Applied Analytics
INFORMS Journal on Applied Analytics is a peer-reviewed academic journal that focuses on real-world applications of operations research and analytics to improve decision-making in business, government, and industry.
-
C.
American Assembly of Collegiate Schools of Business
The American Assembly of Collegiate Schools of Business, now known as AACSB International, is a leading global accrediting body and membership association for business schools and accounting programs.
-
D.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
E.
INFORMS Prize Committee
The INFORMS Prize Committee is a body within the Institute for Operations Research and the Management Sciences responsible for selecting and overseeing recipients of major scholarly awards in operations research and related fields.
- 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_69a4934d9930819099eed80096b0597d |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5effc108190aea8fbe86641ba54 |
completed | March 1, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e3df8e48190905f89acbf7f3667 |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a663f6db448190b82c18393b6c7a3c |
completed | March 3, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6646c5d3c81909b51268eaf8d14be |
completed | March 3, 2026, 4:32 a.m. |
Created at: March 1, 2026, 7:37 p.m.