Triple
T3604838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HAN University of Applied Sciences campus |
E76344
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
HAN University of Applied Sciences
HAN University of Applied Sciences is a major Dutch institution of higher education offering a wide range of professional bachelor’s and master’s programs, particularly known for its practice-oriented teaching and strong ties to industry.
|
E76344
|
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: HAN University of Applied Sciences | Statement: [HAN University of Applied Sciences campus, locatedIn, HAN University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HAN University of Applied Sciences Context triple: [HAN University of Applied Sciences campus, locatedIn, HAN University of Applied Sciences]
-
A.
HAN University of Applied Sciences campus
HAN University of Applied Sciences campus is a major Dutch higher education campus known for its practice-oriented programs in fields such as engineering, health, and business.
-
B.
Howest University of Applied Sciences
Howest University of Applied Sciences is a practice-oriented higher education institution in Kortrijk, Belgium, offering professionally focused bachelor programs and applied research.
-
C.
The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
-
D.
Kiel University of Applied Sciences
Kiel University of Applied Sciences is a German higher education institution in Kiel offering practice-oriented programs in fields such as engineering, business, and social sciences.
-
E.
Amsterdam University of Applied Sciences
Amsterdam University of Applied Sciences is a large Dutch institution offering professionally oriented higher education and applied research programs across a wide range of 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: HAN University of Applied Sciences Triple: [HAN University of Applied Sciences campus, locatedIn, HAN University of Applied Sciences]
Generated description
HAN University of Applied Sciences is a major Dutch institution of higher education offering a wide range of professional bachelor’s and master’s programs, particularly known for its practice-oriented teaching and strong ties to industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HAN University of Applied Sciences Target entity description: HAN University of Applied Sciences is a major Dutch institution of higher education offering a wide range of professional bachelor’s and master’s programs, particularly known for its practice-oriented teaching and strong ties to industry.
-
A.
HAN University of Applied Sciences campus
chosen
HAN University of Applied Sciences campus is a major Dutch higher education campus known for its practice-oriented programs in fields such as engineering, health, and business.
-
B.
Howest University of Applied Sciences
Howest University of Applied Sciences is a practice-oriented higher education institution in Kortrijk, Belgium, offering professionally focused bachelor programs and applied research.
-
C.
The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
-
D.
Kiel University of Applied Sciences
Kiel University of Applied Sciences is a German higher education institution in Kiel offering practice-oriented programs in fields such as engineering, business, and social sciences.
-
E.
Amsterdam University of Applied Sciences
Amsterdam University of Applied Sciences is a large Dutch institution offering professionally oriented higher education and applied research programs across a wide range of disciplines.
- F. None of above.
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_69ad85d93dcc819094fba90cf70f4996 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc1e07bc481908d9fce18d36d8e0d |
completed | March 8, 2026, 6:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b40320a0308190b2f358fe1488ed98 |
completed | March 13, 2026, 12:29 p.m. |
| NEDg | Description generation | batch_69b4041bc85c8190948b7e47aef0e0d0 |
completed | March 13, 2026, 12:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b408778220819086935bfa9c0dd4fd |
completed | March 13, 2026, 12:52 p.m. |
Created at: March 8, 2026, 3:22 p.m.