Triple
T12573014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lucas–Kanade optical flow algorithm |
E295649
|
entity |
| Predicate | implementedIn |
P2539
|
FINISHED |
| Object |
scikit-image
scikit-image is an open-source Python library that provides a wide range of image processing and computer vision algorithms built on top of NumPy and SciPy.
|
E989631
|
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: scikit-image | Statement: [Lucas–Kanade optical flow algorithm, implementedIn, scikit-image]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: scikit-image Context triple: [Lucas–Kanade optical flow algorithm, implementedIn, scikit-image]
-
A.
SciPy
SciPy is an open-source Python library that provides advanced scientific and technical computing tools, including modules for optimization, integration, statistics, signal processing, and linear algebra.
-
B.
scikit-learn
scikit-learn is a widely used open-source Python library that provides efficient tools for data mining, data analysis, and implementing a broad range of machine learning algorithms.
-
C.
Scale Space
Scale Space is an innovation and scale-up hub located at Imperial College London's White City campus, designed to support high-growth technology and science businesses.
-
D.
Eye of MATE image viewer
Eye of MATE image viewer is the default lightweight image viewing application for the MATE desktop environment, designed for simple browsing and viewing of image files.
-
E.
imgCIF
imgCIF is a crystallographic data format designed to store and exchange image and diffraction data within the Crystallographic Information Framework.
- 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: scikit-image Triple: [Lucas–Kanade optical flow algorithm, implementedIn, scikit-image]
Generated description
scikit-image is an open-source Python library that provides a wide range of image processing and computer vision algorithms built on top of NumPy and SciPy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: scikit-image Target entity description: scikit-image is an open-source Python library that provides a wide range of image processing and computer vision algorithms built on top of NumPy and SciPy.
-
A.
SciPy
SciPy is an open-source Python library that provides advanced scientific and technical computing tools, including modules for optimization, integration, statistics, signal processing, and linear algebra.
-
B.
scikit-learn
scikit-learn is a widely used open-source Python library that provides efficient tools for data mining, data analysis, and implementing a broad range of machine learning algorithms.
-
C.
Scale Space
Scale Space is an innovation and scale-up hub located at Imperial College London's White City campus, designed to support high-growth technology and science businesses.
-
D.
Eye of MATE image viewer
Eye of MATE image viewer is the default lightweight image viewing application for the MATE desktop environment, designed for simple browsing and viewing of image files.
-
E.
imgCIF
imgCIF is a crystallographic data format designed to store and exchange image and diffraction data within the Crystallographic Information Framework.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d954a52c788190beac128a97e34dc1 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65595826081908035655f7930f55a |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f656a86ff48190bd3debd30e11df80 |
completed | May 2, 2026, 7:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657b1b13c8190984300f24c0b2083 |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 11:50 p.m.