Triple
T14395492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grails framework |
E356937
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Object Computing, Inc.
Object Computing, Inc. is a technology consulting and software engineering company best known for its role in developing the Grails web application framework.
|
E1096579
|
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: Object Computing, Inc. | Statement: [Grails framework, developer, Object Computing, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Object Computing, Inc. Context triple: [Grails framework, developer, Object Computing, Inc.]
-
A.
Relational Technology Inc.
Relational Technology Inc. was a pioneering software company best known for developing and marketing the INGRES relational database system, one of the early commercial SQL-based databases.
-
B.
Allaire Corporation
Allaire Corporation was a software company best known for creating the ColdFusion web application development platform before being acquired by Macromedia.
-
C.
GemTalk Systems
GemTalk Systems is a software company best known for maintaining and advancing the GemStone/S object database and Smalltalk application server platform.
-
D.
Siebel Systems
Siebel Systems was a leading enterprise software company best known for pioneering customer relationship management (CRM) solutions for large organizations.
-
E.
Eiffel Software
Eiffel Software is a software company best known for developing the Eiffel programming language and tools that emphasize object-oriented design and software reliability.
- 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: Object Computing, Inc. Triple: [Grails framework, developer, Object Computing, Inc.]
Generated description
Object Computing, Inc. is a technology consulting and software engineering company best known for its role in developing the Grails web application framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Object Computing, Inc. Target entity description: Object Computing, Inc. is a technology consulting and software engineering company best known for its role in developing the Grails web application framework.
-
A.
Relational Technology Inc.
Relational Technology Inc. was a pioneering software company best known for developing and marketing the INGRES relational database system, one of the early commercial SQL-based databases.
-
B.
Allaire Corporation
Allaire Corporation was a software company best known for creating the ColdFusion web application development platform before being acquired by Macromedia.
-
C.
GemTalk Systems
GemTalk Systems is a software company best known for maintaining and advancing the GemStone/S object database and Smalltalk application server platform.
-
D.
Siebel Systems
Siebel Systems was a leading enterprise software company best known for pioneering customer relationship management (CRM) solutions for large organizations.
-
E.
Eiffel Software
Eiffel Software is a software company best known for developing the Eiffel programming language and tools that emphasize object-oriented design and software reliability.
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de902d114881908a8f3c01b3c6d309 |
completed | April 14, 2026, 7:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551b006c8190b84449f2e2b59b62 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd55d90ed08190b6a0184715f39ff4 |
completed | May 8, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd565d32fc8190acc1e733537a23cb |
completed | May 8, 2026, 3:19 a.m. |
Created at: April 10, 2026, 1:16 a.m.