Triple
T2703809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ServiceNow |
E59295
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
HR Service Delivery
HR Service Delivery is a ServiceNow solution that streamlines and automates human resources processes to improve employee experiences and operational efficiency.
|
E290866
|
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: HR Service Delivery | Statement: [ServiceNow, offers, HR Service Delivery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HR Service Delivery Context triple: [ServiceNow, offers, HR Service Delivery]
-
A.
HRM
HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
-
B.
HR
HR is the official vehicle registration code used on license plates for motor vehicles registered in the Indian state of Haryana.
-
C.
DG HR
DG HR is the European Commission’s Directorate-General responsible for human resources management, staff policies, and security within the institution.
-
D.
Civil Service HR
Civil Service HR is the central human resources function for the UK Civil Service, responsible for workforce strategy, policies, and support across government departments.
-
E.
Human Resources Directorate
The Human Resources Directorate is the NATO International Staff division responsible for managing personnel policies, staffing, and workforce development within the Alliance’s civilian structure.
- 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: HR Service Delivery Triple: [ServiceNow, offers, HR Service Delivery]
Generated description
HR Service Delivery is a ServiceNow solution that streamlines and automates human resources processes to improve employee experiences and operational efficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HR Service Delivery Target entity description: HR Service Delivery is a ServiceNow solution that streamlines and automates human resources processes to improve employee experiences and operational efficiency.
-
A.
HRM
HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
-
B.
HR
HR is the official vehicle registration code used on license plates for motor vehicles registered in the Indian state of Haryana.
-
C.
DG HR
DG HR is the European Commission’s Directorate-General responsible for human resources management, staff policies, and security within the institution.
-
D.
Civil Service HR
Civil Service HR is the central human resources function for the UK Civil Service, responsible for workforce strategy, policies, and support across government departments.
-
E.
Human Resources Directorate
The Human Resources Directorate is the NATO International Staff division responsible for managing personnel policies, staffing, and workforce development within the Alliance’s civilian structure.
- 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_69ab4ac66bc88190b9e4afa5fc843f72 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda5011bc8190ae4e41da391e759c |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf76caec8190930ead7931f7ea91 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb01c248c81909af7358da96aa588 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0ae71888190ab0675b7897f1589 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.