Triple
T7571319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lahore University of Management Sciences |
E179245
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
Center for Water Informatics and Technology
The Center for Water Informatics and Technology is a research hub at LUMS focused on applying data science, sensing technologies, and innovative engineering to address water management and sustainability challenges.
|
E673696
|
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: Center for Water Informatics and Technology | Statement: [Lahore University of Management Sciences, hasResearchCenter, Center for Water Informatics and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Center for Water Informatics and Technology Context triple: [Lahore University of Management Sciences, hasResearchCenter, Center for Water Informatics and Technology]
-
A.
Interdisciplinary Centre for Water Research
The Interdisciplinary Centre for Water Research is a research hub at the Indian Institute of Science that focuses on advanced, cross-disciplinary studies of water resources, hydrology, and water-related sustainability challenges.
-
B.
Hydrology and Water Resources Programme
The Hydrology and Water Resources Programme is a global initiative focused on advancing the monitoring, assessment, and sustainable management of freshwater resources and hydrological systems worldwide.
-
C.
Zuckerberg Institute for Water Research
The Zuckerberg Institute for Water Research is a leading Israeli research center focused on water science, technology, and sustainability, based at Ben-Gurion University of the Negev.
-
D.
Water Quality Information Center
The Water Quality Information Center is a specialized unit of the U.S. National Agricultural Library that collects, organizes, and provides access to information on water quality and related environmental and agricultural issues.
-
E.
California Institute for Water Resources
The California Institute for Water Resources is a University of California program that supports research, education, and policy outreach on water management and sustainability issues across the state.
- 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: Center for Water Informatics and Technology Triple: [Lahore University of Management Sciences, hasResearchCenter, Center for Water Informatics and Technology]
Generated description
The Center for Water Informatics and Technology is a research hub at LUMS focused on applying data science, sensing technologies, and innovative engineering to address water management and sustainability challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Center for Water Informatics and Technology Target entity description: The Center for Water Informatics and Technology is a research hub at LUMS focused on applying data science, sensing technologies, and innovative engineering to address water management and sustainability challenges.
-
A.
Interdisciplinary Centre for Water Research
The Interdisciplinary Centre for Water Research is a research hub at the Indian Institute of Science that focuses on advanced, cross-disciplinary studies of water resources, hydrology, and water-related sustainability challenges.
-
B.
Hydrology and Water Resources Programme
The Hydrology and Water Resources Programme is a global initiative focused on advancing the monitoring, assessment, and sustainable management of freshwater resources and hydrological systems worldwide.
-
C.
Zuckerberg Institute for Water Research
The Zuckerberg Institute for Water Research is a leading Israeli research center focused on water science, technology, and sustainability, based at Ben-Gurion University of the Negev.
-
D.
Water Quality Information Center
The Water Quality Information Center is a specialized unit of the U.S. National Agricultural Library that collects, organizes, and provides access to information on water quality and related environmental and agricultural issues.
-
E.
California Institute for Water Resources
The California Institute for Water Resources is a University of California program that supports research, education, and policy outreach on water management and sustainability issues across the state.
- 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f921b458819092e565a4d099bbaf |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856e7c5b48190b6f53f8d14ea753d |
completed | March 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69c858aea4fc81908be95d0d4e3f1072 |
completed | March 28, 2026, 10:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85919f85081908558f8e8d4b9d057 |
completed | March 28, 2026, 10:41 p.m. |
Created at: March 27, 2026, 3:51 p.m.