Triple
T9957852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Windows 10 May 2020 Update |
E195487
|
entity |
| Predicate | distributionMethod |
P1486
|
FINISHED |
| Object |
Update Assistant
Update Assistant is a Microsoft utility that helps Windows users download and install major Windows 10 feature updates manually outside of regular Windows Update.
|
E831736
|
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: Update Assistant | Statement: [Windows 10 May 2020 Update, distributionMethod, Update Assistant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Update Assistant Context triple: [Windows 10 May 2020 Update, distributionMethod, Update Assistant]
-
A.
ML Update
ML Update is a political periodical associated with the Communist Party of India (Marxist–Leninist) Liberation that covers leftist analysis, party positions, and current affairs.
-
B.
Upgrade
Upgrade is a bio-mechanical alien from the Ben 10 franchise with the ability to merge with and technologically enhance machines.
-
C.
Upgrade
Upgrade is a 2018 science fiction action film in which Logan Marshall-Green plays a paralyzed man who becomes host to an experimental AI implant that grants him extraordinary physical abilities.
-
D.
Google update mechanism
The Google update mechanism is the built-in system used by Google software, such as Chrome, to automatically check for, download, and install updates.
-
E.
Upgrade U
"Upgrade U" is a 2006 hip-hop/R&B song by Beyoncé featuring Jay-Z, known for its luxurious themes and Swizz Beatz's distinctive production.
- 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: Update Assistant Triple: [Windows 10 May 2020 Update, distributionMethod, Update Assistant]
Generated description
Update Assistant is a Microsoft utility that helps Windows users download and install major Windows 10 feature updates manually outside of regular Windows Update.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Update Assistant Target entity description: Update Assistant is a Microsoft utility that helps Windows users download and install major Windows 10 feature updates manually outside of regular Windows Update.
-
A.
ML Update
ML Update is a political periodical associated with the Communist Party of India (Marxist–Leninist) Liberation that covers leftist analysis, party positions, and current affairs.
-
B.
Upgrade
Upgrade is a bio-mechanical alien from the Ben 10 franchise with the ability to merge with and technologically enhance machines.
-
C.
Upgrade
Upgrade is a 2018 science fiction action film in which Logan Marshall-Green plays a paralyzed man who becomes host to an experimental AI implant that grants him extraordinary physical abilities.
-
D.
Google update mechanism
The Google update mechanism is the built-in system used by Google software, such as Chrome, to automatically check for, download, and install updates.
-
E.
Upgrade U
"Upgrade U" is a 2006 hip-hop/R&B song by Beyoncé featuring Jay-Z, known for its luxurious themes and Swizz Beatz's distinctive production.
- 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb6cceb608190ad4424afaddcabfa |
completed | April 2, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d7988948190bae81c1020f2b605 |
completed | April 5, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_69d23e6ee6d48190ae724d0ee96b64bf |
completed | April 5, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d23fd274dc8190b7af27cf503d7dc6 |
completed | April 5, 2026, 10:56 a.m. |
Created at: March 30, 2026, 8:46 p.m.