Triple
T18558589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heerlen |
E453569
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Zuyd University of Applied Sciences campus Heerlen
Zuyd University of Applied Sciences campus Heerlen is a regional Dutch higher education campus offering practice-oriented professional programs and research facilities in the city of Heerlen.
|
E1330214
|
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: Zuyd University of Applied Sciences campus Heerlen | Statement: [Heerlen, hasUniversity, Zuyd University of Applied Sciences campus Heerlen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zuyd University of Applied Sciences campus Heerlen Context triple: [Heerlen, hasUniversity, Zuyd University of Applied Sciences campus Heerlen]
-
A.
Breukelen campus
Breukelen campus is the historic estate-based main campus of Nyenrode Business University in the Netherlands, known for its castle setting and residential business education environment.
-
B.
Limburg campus
Limburg campus is a regional campus of the UC Leuven-Limburg university college in Belgium, offering a range of higher education programs and applied research activities.
-
C.
Dieburg campus
Dieburg campus is a satellite campus of Hochschule Darmstadt University of Applied Sciences, known for hosting media, business, and related study programs in the town of Dieburg, Germany.
-
D.
Drienerlo campus
Drienerlo campus is the main residential and academic campus of the University of Twente in Enschede, the Netherlands.
-
E.
Breda University of Applied Sciences
Breda University of Applied Sciences is a Dutch higher education institution in the city of Breda, known for its professional and international programs in fields such as tourism, leisure, logistics, media, and gaming.
- 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: Zuyd University of Applied Sciences campus Heerlen Triple: [Heerlen, hasUniversity, Zuyd University of Applied Sciences campus Heerlen]
Generated description
Zuyd University of Applied Sciences campus Heerlen is a regional Dutch higher education campus offering practice-oriented professional programs and research facilities in the city of Heerlen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zuyd University of Applied Sciences campus Heerlen Target entity description: Zuyd University of Applied Sciences campus Heerlen is a regional Dutch higher education campus offering practice-oriented professional programs and research facilities in the city of Heerlen.
-
A.
Breukelen campus
Breukelen campus is the historic estate-based main campus of Nyenrode Business University in the Netherlands, known for its castle setting and residential business education environment.
-
B.
Limburg campus
Limburg campus is a regional campus of the UC Leuven-Limburg university college in Belgium, offering a range of higher education programs and applied research activities.
-
C.
Dieburg campus
Dieburg campus is a satellite campus of Hochschule Darmstadt University of Applied Sciences, known for hosting media, business, and related study programs in the town of Dieburg, Germany.
-
D.
Drienerlo campus
Drienerlo campus is the main residential and academic campus of the University of Twente in Enschede, the Netherlands.
-
E.
Breda University of Applied Sciences
Breda University of Applied Sciences is a Dutch higher education institution in the city of Breda, known for its professional and international programs in fields such as tourism, leisure, logistics, media, and gaming.
- 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_69d8d388b0c881908e610a1c45b52640 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53808c3fc8190aac38b29296cee13 |
completed | April 19, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049ae3eb148190a7e2583f26c1a0eb |
completed | May 13, 2026, 3:38 p.m. |
| NEDg | Description generation | batch_6a049c355cb08190a63addeba8293e5c |
completed | May 13, 2026, 3:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a049cfa32588190a6e4abf128aced0a |
completed | May 13, 2026, 3:47 p.m. |
Created at: April 10, 2026, 11:41 a.m.