Triple
T7977371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ivar Jacobson |
E185479
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Ivar Jacobson International
Ivar Jacobson International is a software development consulting and training company founded by UML co-creator Ivar Jacobson, specializing in methods, practices, and frameworks for modern software engineering.
|
E703168
|
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: Ivar Jacobson International | Statement: [Ivar Jacobson, employer, Ivar Jacobson International]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivar Jacobson International Context triple: [Ivar Jacobson, employer, Ivar Jacobson International]
-
A.
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.
-
B.
Objectory AB
Objectory AB was a Swedish software company known for developing and commercializing the Objectory method, an early object-oriented software engineering approach later integrated into the Rational Unified Process.
-
C.
Taurus Systems GmbH
Taurus Systems GmbH is a German defense company specializing in the development and production of long-range precision-guided cruise missiles.
-
D.
Amadeus IT Group
Amadeus IT Group is a leading global travel technology company that provides reservation, distribution, and IT solutions for airlines, travel agencies, hotels, and other travel industry players.
-
E.
Rational Software
Rational Software was a prominent software company best known for its software development tools and methodologies, including Rational Rose and the Rational Unified Process (RUP), before being acquired by IBM.
- 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: Ivar Jacobson International Triple: [Ivar Jacobson, employer, Ivar Jacobson International]
Generated description
Ivar Jacobson International is a software development consulting and training company founded by UML co-creator Ivar Jacobson, specializing in methods, practices, and frameworks for modern software engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ivar Jacobson International Target entity description: Ivar Jacobson International is a software development consulting and training company founded by UML co-creator Ivar Jacobson, specializing in methods, practices, and frameworks for modern software engineering.
-
A.
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.
-
B.
Objectory AB
Objectory AB was a Swedish software company known for developing and commercializing the Objectory method, an early object-oriented software engineering approach later integrated into the Rational Unified Process.
-
C.
Taurus Systems GmbH
Taurus Systems GmbH is a German defense company specializing in the development and production of long-range precision-guided cruise missiles.
-
D.
Amadeus IT Group
Amadeus IT Group is a leading global travel technology company that provides reservation, distribution, and IT solutions for airlines, travel agencies, hotels, and other travel industry players.
-
E.
Rational Software
Rational Software was a prominent software company best known for its software development tools and methodologies, including Rational Rose and the Rational Unified Process (RUP), before being acquired by IBM.
- 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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bf716508190b4245bd5d89ae8c4 |
completed | March 31, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0cc09a081909cb92cd4864ef50d |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cbe43d29f8819080f7d729c4f28c75 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc32e2e1c48190b86218bff9af99f5 |
completed | March 31, 2026, 8:47 p.m. |
Created at: March 30, 2026, 5:14 p.m.