Triple
T3900921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Port Administration |
E90484
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Marketing and Trade Development division
The Marketing and Trade Development division is a business-focused unit of the Maryland Port Administration responsible for promoting port services, attracting cargo and shipping lines, and expanding trade opportunities.
|
E398217
|
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: Marketing and Trade Development division | Statement: [Maryland Port Administration, hasPart, Marketing and Trade Development division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marketing and Trade Development division Context triple: [Maryland Port Administration, hasPart, Marketing and Trade Development division]
-
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 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 Robert H. Smith School of Business that focuses on teaching and research in areas such as consumer behavior, branding, market strategy, and analytics.
-
D.
Department of Marketing
The Department of Marketing is an academic unit within the Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
-
E.
Department of Marketing
The Department of Marketing at Copenhagen Business School is an academic unit specializing in research and education on marketing strategy, consumer behavior, and market analysis within a leading European business school.
- 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: Marketing and Trade Development division Triple: [Maryland Port Administration, hasPart, Marketing and Trade Development division]
Generated description
The Marketing and Trade Development division is a business-focused unit of the Maryland Port Administration responsible for promoting port services, attracting cargo and shipping lines, and expanding trade opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marketing and Trade Development division Target entity description: The Marketing and Trade Development division is a business-focused unit of the Maryland Port Administration responsible for promoting port services, attracting cargo and shipping lines, and expanding trade opportunities.
-
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 Culverhouse College of Business that focuses on teaching and research in areas such as consumer behavior, branding, digital marketing, and market strategy.
-
D.
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.
-
E.
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.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecf2f230819099abc109a0b7d916 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca7636081908f98c4e22617f808 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b5207c0cfc8190aae16e8a88348679 |
completed | March 14, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52163bf888190b38f87d22ecd200e |
completed | March 14, 2026, 8:50 a.m. |
Created at: March 9, 2026, 3:21 p.m.