Triple
T22539131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alexandre Chopin |
E557237
|
entity |
| Predicate | softwareEngineeringDomain |
P37802
|
FINISHED |
| Object | frontend 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: frontend development | Statement: [Alexandre Chopin, softwareEngineeringDomain, frontend development]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: softwareEngineeringDomain Context triple: [Alexandre Chopin, softwareEngineeringDomain, frontend development]
-
A.
softwareDomain
chosen
Indicates that something belongs to, operates within, or is associated with a particular area or field of software.
-
B.
developedSoftware
Indicates that one entity created, programmed, or significantly contributed to the creation of a particular software system or application for another entity or purpose.
-
C.
programmingTechnology
Indicates a relationship where an entity is associated with, uses, or is implemented using a particular programming technology (such as a language, framework, or platform).
-
D.
programming
Indicates that an entity writes, develops, or modifies software or code, typically using a programming language to create or control computer programs.
-
E.
architecture
Indicates the structural design or organizational framework that defines how components of a system or entity are arranged and interact.
- 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_69e11e58662081909ae346ab384514ca |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f302cd4819098c97ca4fa96363e |
completed | April 29, 2026, 1:30 a.m. |
| PD | Predicate disambiguation | batch_69e898c864148190a3f5feec7967d49c |
completed | April 22, 2026, 9:45 a.m. |
Created at: April 16, 2026, 8:51 p.m.