Triple
T1884988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borland |
E39942
|
entity |
| Predicate | acquiredBy |
P347
|
FINISHED |
| Object |
Micro Focus
Micro Focus is a British multinational software and information technology company known for providing enterprise-level application modernization, testing, and management solutions.
|
E209545
|
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: Micro Focus | Statement: [Borland, acquiredBy, Micro Focus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Micro Focus Context triple: [Borland, acquiredBy, Micro Focus]
-
A.
Symantec
Symantec is a cybersecurity and software company best known for its Norton antivirus products and enterprise security solutions.
-
B.
Capgemini
Capgemini is a global consulting, technology services, and digital transformation company headquartered in France.
-
C.
HCL Technologies
HCL Technologies is a global Indian IT services and consulting company known for providing software development, infrastructure management, and digital transformation solutions to enterprises worldwide.
-
D.
Novell
Novell was a prominent software company best known for its NetWare network operating system and contributions to enterprise networking and Linux technologies.
-
E.
Wyatt Software
Wyatt Software was a software company known for employing pioneering programmer Ward Cunningham early in his career.
- 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: Micro Focus Triple: [Borland, acquiredBy, Micro Focus]
Generated description
Micro Focus is a British multinational software and information technology company known for providing enterprise-level application modernization, testing, and management solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Micro Focus Target entity description: Micro Focus is a British multinational software and information technology company known for providing enterprise-level application modernization, testing, and management solutions.
-
A.
Symantec
Symantec is a cybersecurity and software company best known for its Norton antivirus products and enterprise security solutions.
-
B.
Capgemini
Capgemini is a global consulting, technology services, and digital transformation company headquartered in France.
-
C.
HCL Technologies
HCL Technologies is a global Indian IT services and consulting company known for providing software development, infrastructure management, and digital transformation solutions to enterprises worldwide.
-
D.
Novell
Novell was a prominent software company best known for its NetWare network operating system and contributions to enterprise networking and Linux technologies.
-
E.
Wyatt Software
Wyatt Software was a software company known for employing pioneering programmer Ward Cunningham early in his career.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb11eb2d0819088d67b1cfc772049 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf61413081909c0e840590aaf631 |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69addfcecdf48190a325eb5c8b10f238 |
completed | March 8, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0ba34ac8190ac94f7dbb5778f70 |
completed | March 8, 2026, 8:48 p.m. |
Created at: March 4, 2026, 7:34 p.m.