Triple
T21169952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleTools |
E521664
|
entity |
| Predicate | includesComponent |
P1393
|
FINISHED |
| Object |
Integration Broker
Integration Broker is a PeopleTools-based middleware framework that enables messaging, web services, and data integration between PeopleSoft and external systems.
|
E1470326
|
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: Integration Broker | Statement: [PeopleTools, includesComponent, Integration Broker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Integration Broker Context triple: [PeopleTools, includesComponent, Integration Broker]
-
A.
Service Broker
Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
-
B.
Provider Bridging
Provider Bridging is an IEEE 802.1 network technology that extends Ethernet to support scalable, VLAN-based traffic separation and forwarding across large carrier or provider networks.
-
C.
Service Bridge
Service Bridge is a subsidiary structure associated with Rochester Bridge, likely designed to carry utilities or provide maintenance access alongside the main crossing.
-
D.
Exchange Bridge
Exchange Bridge is a historic bascule bridge in Saint Petersburg, Russia, connecting Vasilyevsky Island to the city center across the Bolshaya Neva River.
-
E.
Service Orchestrator
Service Orchestrator is a core ONAP component responsible for end-to-end automation and lifecycle management of network services across hybrid, multi-vendor infrastructures.
- 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: Integration Broker Triple: [PeopleTools, includesComponent, Integration Broker]
Generated description
Integration Broker is a PeopleTools-based middleware framework that enables messaging, web services, and data integration between PeopleSoft and external systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Integration Broker Target entity description: Integration Broker is a PeopleTools-based middleware framework that enables messaging, web services, and data integration between PeopleSoft and external systems.
-
A.
Service Broker
Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
-
B.
Provider Bridging
Provider Bridging is an IEEE 802.1 network technology that extends Ethernet to support scalable, VLAN-based traffic separation and forwarding across large carrier or provider networks.
-
C.
Service Bridge
Service Bridge is a subsidiary structure associated with Rochester Bridge, likely designed to carry utilities or provide maintenance access alongside the main crossing.
-
D.
Exchange Bridge
Exchange Bridge is a historic bascule bridge in Saint Petersburg, Russia, connecting Vasilyevsky Island to the city center across the Bolshaya Neva River.
-
E.
Service Orchestrator
Service Orchestrator is a core ONAP component responsible for end-to-end automation and lifecycle management of network services across hybrid, multi-vendor infrastructures.
- 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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72711be9481909f16107b71d3500a |
completed | April 21, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097573a08481909695019432940d39 |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a09764338fc8190be908a6fa9457d18 |
completed | May 17, 2026, 8:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0978016f188190b8e2d2c7b1b01977 |
completed | May 17, 2026, 8:10 a.m. |
Created at: April 16, 2026, 3 p.m.