Triple
T18529362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laravel Nova |
E452794
|
entity |
| Predicate | dataLayer |
P132022
|
FINISHED |
| Object | Eloquent ORM |
—
|
NE NERFINISHED |
How this triple was built (3 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: Eloquent ORM | Statement: [Laravel Nova, dataLayer, Eloquent ORM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eloquent ORM Context triple: [Laravel Nova, dataLayer, Eloquent ORM]
-
A.
DC ORM
DC ORM is the abbreviated name for the District of Columbia Office of Risk Management, the agency responsible for managing risk, insurance, and related claims for the D.C. government.
-
B.
Orm
Orm is a prominent DC Comics supervillain and half-brother of Aquaman, often depicted as the Ocean Master and one of Atlantis’s chief antagonists.
-
C.
GORM
GORM is the object-relational mapping (ORM) and data access toolkit used by the Grails framework to simplify database interactions in Groovy and Java applications.
-
D.
ORM
chosen
ORM (Object-Relational Mapping) is a programming technique that lets developers interact with a relational database using objects and high-level language constructs instead of writing raw SQL.
-
E.
Sequelize
Sequelize is a popular Node.js ORM that provides a promise-based interface for working with SQL databases such as PostgreSQL, MySQL, MariaDB, SQLite, and SQL Server.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: dataLayer Context triple: [Laravel Nova, dataLayer, Eloquent ORM]
-
A.
data
Indicates that one entity serves as informational content, measurements, or recorded values associated with another entity.
-
B.
dataPortal
Indicates that an entity serves as or is associated with an online interface or gateway through which data can be accessed, managed, or distributed.
-
C.
laterPoweredBy
Indicates that one entity is powered or driven by another entity at a later time or in a subsequent version or phase.
-
D.
usesDataLink
Indicates that one entity employs or relies on a data link connection to communicate with or transfer data to another entity.
-
E.
dataAcquisition
Indicates the process by which one entity obtains, collects, or retrieves data from another source or system.
- F. None of above. chosen
Provenance (4 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533fb940c81909d4ad9fc37f47829 |
completed | April 19, 2026, 7:58 p.m. |
| PD | Predicate disambiguation | batch_69e469e0025c81908f16ed4f922674af |
completed | April 19, 2026, 5:36 a.m. |
| PDg | Predicate description generation | batch_69e46d2b93bc8190a6070018d7046547 |
completed | April 19, 2026, 5:50 a.m. |
Created at: April 10, 2026, 11:37 a.m.