Triple
T12207189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IT Business Management |
E290865
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | ServiceNow Agile Development |
E59295
|
NE 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: ServiceNow Agile Development | Statement: [IT Business Management, integratesWith, ServiceNow Agile Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ServiceNow Agile Development Context triple: [IT Business Management, integratesWith, ServiceNow Agile Development]
-
A.
ServiceNow
chosen
ServiceNow is a cloud-based software company best known for its enterprise workflow and IT service management platform that helps organizations automate and streamline business processes.
-
B.
Agile project management
Agile project management is an iterative, flexible approach to planning and executing work that emphasizes collaboration, customer feedback, and rapid adaptation to change.
-
C.
Agile software development
Agile software development is an iterative, collaborative approach to creating software that emphasizes flexibility, customer feedback, and continuous improvement.
-
D.
Jira
Jira is a widely used project and issue tracking platform, especially popular among software development teams for managing tasks, bugs, and agile workflows.
-
E.
Scaled Agile Framework
Scaled Agile Framework is a structured methodology for applying agile and lean principles at enterprise scale to coordinate multiple teams and large, complex development efforts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c7d8f5c8190a46e9caa2a920fa9 |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a9ae3d48190a220ccd37ce8d3e7 |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:51 p.m.