Triple
T1636029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified Modeling Language |
E35361
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Objectory
Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
|
E184307
|
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: Objectory | Statement: [Unified Modeling Language, influencedBy, Objectory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Objectory Context triple: [Unified Modeling Language, influencedBy, Objectory]
-
A.
Squeak programming system
The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
-
B.
ObjectAda
ObjectAda is a commercial, object-oriented Ada development environment and compiler suite used for building and maintaining Ada applications.
-
C.
Component Object Model
Component Object Model (COM) is a Microsoft software architecture and binary-interface standard that enables interprocess communication and reusable software components across different programming languages.
-
D.
Oberon programming language
The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
-
E.
OCI
OCI is Oracle's cloud computing platform that provides infrastructure, platform, and related services for building and running applications in the cloud.
- 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: Objectory Triple: [Unified Modeling Language, influencedBy, Objectory]
Generated description
Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Objectory Target entity description: Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
-
A.
Squeak programming system
The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
-
B.
ObjectAda
ObjectAda is a commercial, object-oriented Ada development environment and compiler suite used for building and maintaining Ada applications.
-
C.
Component Object Model
Component Object Model (COM) is a Microsoft software architecture and binary-interface standard that enables interprocess communication and reusable software components across different programming languages.
-
D.
Oberon programming language
The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
-
E.
OCI
OCI is Oracle's cloud computing platform that provides infrastructure, platform, and related services for building and running applications in the cloud.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a17e8e08190afb78a953ab920ec |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58dbd0608190be207ab2bcdc9eef |
completed | March 8, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ad5a625d088190bbacbb69a0569d49 |
completed | March 8, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5ae605f88190b5e42d7cf923e9bb |
completed | March 8, 2026, 11:17 a.m. |
Created at: March 4, 2026, 7:28 p.m.