Triple
T14424140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macedonian Academy of Sciences and Arts |
E357652
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Department of Mathematical and Technical Sciences
The Department of Mathematical and Technical Sciences is a specialized division of the Macedonian Academy of Sciences and Arts dedicated to advancing research and scholarship in mathematics, engineering, and related technical fields.
|
E1099235
|
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 Mathematical and Technical Sciences | Statement: [Macedonian Academy of Sciences and Arts, hasPart, Department of Mathematical and Technical Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Mathematical and Technical Sciences Context triple: [Macedonian Academy of Sciences and Arts, hasPart, Department of Mathematical and Technical Sciences]
-
A.
Department of Technical Sciences
The Department of Technical Sciences is a specialized division of the Serbian Academy of Sciences and Arts focused on advancing research and scholarship in engineering and applied technical fields.
-
B.
Department of Physical-Mathematical and Technical Sciences
The Department of Physical-Mathematical and Technical Sciences is a specialized division of the Azerbaijan National Academy of Sciences that coordinates and advances research in physics, mathematics, and engineering-related disciplines.
-
C.
Department of Mathematical Sciences
The Department of Mathematical Sciences at the University of Liverpool is an academic unit dedicated to teaching and research in pure and applied mathematics, statistics, and related quantitative disciplines.
-
D.
Department of Mathematical Sciences
The Department of Mathematical Sciences at Tsinghua University is a leading academic unit dedicated to research and education in pure and applied mathematics, statistics, and related fields.
-
E.
Department of Mathematical Sciences
The Department of Mathematical Sciences at the University of Bath is an academic department specializing in teaching and research across pure and applied mathematics and statistics.
- 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 Mathematical and Technical Sciences Triple: [Macedonian Academy of Sciences and Arts, hasPart, Department of Mathematical and Technical Sciences]
Generated description
The Department of Mathematical and Technical Sciences is a specialized division of the Macedonian Academy of Sciences and Arts dedicated to advancing research and scholarship in mathematics, engineering, and related technical fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Mathematical and Technical Sciences Target entity description: The Department of Mathematical and Technical Sciences is a specialized division of the Macedonian Academy of Sciences and Arts dedicated to advancing research and scholarship in mathematics, engineering, and related technical fields.
-
A.
Department of Technical Sciences
The Department of Technical Sciences is a specialized division of the Serbian Academy of Sciences and Arts focused on advancing research and scholarship in engineering and applied technical fields.
-
B.
Department of Physical-Mathematical and Technical Sciences
The Department of Physical-Mathematical and Technical Sciences is a specialized division of the Azerbaijan National Academy of Sciences that coordinates and advances research in physics, mathematics, and engineering-related disciplines.
-
C.
Department of Mathematical Sciences
The Department of Mathematical Sciences at the University of Liverpool is an academic unit dedicated to teaching and research in pure and applied mathematics, statistics, and related quantitative disciplines.
-
D.
Department of Mathematical Sciences
The Department of Mathematical Sciences at Tsinghua University is a leading academic unit dedicated to research and education in pure and applied mathematics, statistics, and related fields.
-
E.
Department of Mathematical Sciences
The Department of Mathematical Sciences at the University of Bath is an academic department specializing in teaching and research across pure and applied mathematics and statistics.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91123f848190ba3fb18a76c2d24c |
completed | April 14, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bcd2a908190ad7d5ebf11b41551 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d585cc08190908bc5f9b8abdb82 |
completed | May 8, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e0bbd6c8190b14039b3335692c7 |
completed | May 8, 2026, 3:52 a.m. |
Created at: April 10, 2026, 1:18 a.m.