Triple
T800038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope College |
E17108
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
Natural and Applied Sciences
Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
|
E94402
|
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: Natural and Applied Sciences | Statement: [Hope College, hasAcademicDivision, Natural and Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natural and Applied Sciences Context triple: [Hope College, hasAcademicDivision, Natural and Applied Sciences]
-
A.
School of Natural Sciences
The School of Natural Sciences is a division of the Institute for Advanced Study devoted to fundamental research in fields such as physics, mathematics, and related natural sciences.
-
B.
Science and Technology
Science and Technology is a scholarly publication focused on research, analysis, and commentary at the intersection of scientific innovation and technological development.
-
C.
Class IV: Natural Sciences
Class IV: Natural Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together scholars and researchers working in the natural sciences.
-
D.
Integrated Science Assessments
Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
-
E.
Physics, Chemistry and Engineering
Physics, Chemistry and Engineering is a category of the Japan Prize that honors groundbreaking scientific and technological achievements in the physical sciences, chemical sciences, and engineering fields.
- 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: Natural and Applied Sciences Triple: [Hope College, hasAcademicDivision, Natural and Applied Sciences]
Generated description
Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natural and Applied Sciences Target entity description: Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
-
A.
School of Natural Sciences
The School of Natural Sciences is a division of the Institute for Advanced Study devoted to fundamental research in fields such as physics, mathematics, and related natural sciences.
-
B.
Science and Technology
Science and Technology is a scholarly publication focused on research, analysis, and commentary at the intersection of scientific innovation and technological development.
-
C.
Class IV: Natural Sciences
Class IV: Natural Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together scholars and researchers working in the natural sciences.
-
D.
Integrated Science Assessments
Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
-
E.
Physics, Chemistry and Engineering
Physics, Chemistry and Engineering is a category of the Japan Prize that honors groundbreaking scientific and technological achievements in the physical sciences, chemical sciences, and engineering fields.
- 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_69a49378b9c48190adbf5f62e5b7aca1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a7cb26dc8190bdd3a278b8695873 |
completed | March 1, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a67f01cca881908c1d230048be1225 |
completed | March 3, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_69a6800b410881909d95ab4c3612b501 |
completed | March 3, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a680bbb3bc81909f0c61230238f918 |
completed | March 3, 2026, 6:33 a.m. |
Created at: March 1, 2026, 7:38 p.m.