Triple
T4831965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O'Reilly Online Learning platform |
E107965
|
entity |
| Predicate | contentDomain |
P35885
|
FINISHED |
| Object | software development |
—
|
LITERAL FINISHED |
How this triple was built (2 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: software development | Statement: [O'Reilly Online Learning platform, contentDomain, software development]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: contentDomain Context triple: [O'Reilly Online Learning platform, contentDomain, software development]
-
A.
partOfDomain
chosen
Indicates that one entity belongs to, is included within, or is a constituent part of the scope or domain defined by another entity.
-
B.
publicDomain
Indicates that a work or resource is not protected by intellectual property rights and is freely available for anyone to use, copy, modify, and distribute without restriction.
-
C.
notableDomain
Indicates that there is a notable or especially significant association between an entity and a particular domain, field, or area of activity.
-
D.
GCContent
Indicates the proportion of guanine (G) and cytosine (C) bases relative to the total nucleotide content in a DNA or RNA sequence.
-
E.
inputDomain
Indicates that a function, process, or system accepts inputs belonging to a specified domain or set of allowable values.
- F. None of above.
Provenance (3 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_69bd43fac8188190803f0327190621e4 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ff981fc819080d4466c6fe06cf3 |
completed | March 20, 2026, 4:04 p.m. |
| PD | Predicate disambiguation | batch_69bd6c21c7f08190846049d31fdfa144 |
completed | March 20, 2026, 3:47 p.m. |
Created at: March 20, 2026, 1:24 p.m.