Triple
T15161449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | School of Management at Binghamton University |
E362225
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Marketing
The Department of Marketing is an academic unit that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management within the School of Management at Binghamton University.
|
E1139784
|
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: Department of Marketing | Statement: [School of Management at Binghamton University, hasDepartment, Department of Marketing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Marketing Context triple: [School of Management at Binghamton University, hasDepartment, Department of Marketing]
-
A.
Department of Marketing
The Department of Marketing is an academic unit at the Vienna University of Economics and Business specializing in research and education on marketing strategy, consumer behavior, and market analysis.
-
B.
Department of Marketing
The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
-
C.
Department of Marketing
The Department of Marketing is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as consumer behavior, branding, market research, and strategic marketing.
-
D.
Department of Marketing
The Department of Marketing is an academic unit within the Eller College of Management that focuses on teaching and research in marketing strategy, consumer behavior, and related business disciplines.
-
E.
Department of Marketing
The Department of Marketing at the USC Marshall School of Business is an academic unit focused on research and education in marketing strategy, consumer behavior, and related business disciplines.
- 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: Department of Marketing Triple: [School of Management at Binghamton University, hasDepartment, Department of Marketing]
Generated description
The Department of Marketing is an academic unit that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management within the School of Management at Binghamton University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Marketing Target entity description: The Department of Marketing is an academic unit that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management within the School of Management at Binghamton University.
-
A.
Department of Marketing
The Department of Marketing is an academic unit within the College of Business and Economics that focuses on teaching and research in areas such as consumer behavior, market strategy, branding, and digital marketing.
-
B.
Department of Marketing
The Department of Marketing is an academic unit within the Isenberg School of Management that focuses on teaching and research in areas such as consumer behavior, branding, market research, and strategic marketing.
-
C.
Department of Marketing
The Department of Marketing is an academic unit within the Haslam College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.
-
D.
Department of Marketing
The Department of Marketing is an academic unit within the Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
-
E.
Department of Marketing
The Department of Marketing is an academic unit within the Harbert College of Business that focuses on teaching and research in areas such as consumer behavior, market strategy, and brand management.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0060f2efc8190aa0eb5fb8d4ce085 |
completed | April 15, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febffc94e48190844e226c245a9ce3 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec1b27c5c8190b3b81cd10b11e973 |
completed | May 9, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec24105a48190a698de2b380f4dbc |
completed | May 9, 2026, 5:12 a.m. |
Created at: April 10, 2026, 3:08 a.m.