Triple
T10033278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | COBOL |
E204900
|
entity |
| Predicate | notableImplementation |
P102
|
FINISHED |
| Object |
Micro Focus COBOL
Micro Focus COBOL is a widely used commercial implementation of the COBOL programming language that provides tools for developing, modernizing, and deploying COBOL applications on contemporary platforms.
|
E839202
|
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 COBOL | Statement: [COBOL, notableImplementation, Micro Focus COBOL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Micro Focus COBOL Context triple: [COBOL, notableImplementation, Micro Focus COBOL]
-
A.
IBM Enterprise COBOL
IBM Enterprise COBOL is IBM’s modern, optimized implementation of the COBOL programming language for developing and maintaining high-performance business applications on IBM mainframe systems.
-
B.
GnuCOBOL
GnuCOBOL is a free, open-source compiler that translates COBOL programs into C, enabling them to be compiled and run on modern systems.
-
C.
COBOL
COBOL is a long-established, English-like programming language primarily used for business, finance, and administrative systems on mainframes and enterprise platforms.
-
D.
CICS
CICS is the College of Information and Computer Sciences at the University of Massachusetts Amherst, known for its research and education in computer science and related fields.
-
E.
CICS Transaction Server
CICS Transaction Server is IBM’s high-performance transaction processing platform used to run large-scale, mission-critical applications on mainframe systems.
- 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 COBOL Triple: [COBOL, notableImplementation, Micro Focus COBOL]
Generated description
Micro Focus COBOL is a widely used commercial implementation of the COBOL programming language that provides tools for developing, modernizing, and deploying COBOL applications on contemporary platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Micro Focus COBOL Target entity description: Micro Focus COBOL is a widely used commercial implementation of the COBOL programming language that provides tools for developing, modernizing, and deploying COBOL applications on contemporary platforms.
-
A.
IBM Enterprise COBOL
IBM Enterprise COBOL is IBM’s modern, optimized implementation of the COBOL programming language for developing and maintaining high-performance business applications on IBM mainframe systems.
-
B.
GnuCOBOL
GnuCOBOL is a free, open-source compiler that translates COBOL programs into C, enabling them to be compiled and run on modern systems.
-
C.
COBOL
COBOL is a long-established, English-like programming language primarily used for business, finance, and administrative systems on mainframes and enterprise platforms.
-
D.
CICS
CICS is the College of Information and Computer Sciences at the University of Massachusetts Amherst, known for its research and education in computer science and related fields.
-
E.
CICS Transaction Server
CICS Transaction Server is IBM’s high-performance transaction processing platform used to run large-scale, mission-critical applications on mainframe systems.
- 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_69ca834d77188190ad645e33e8ca3200 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdce47845c8190ab5696267fdedcad |
completed | April 2, 2026, 2:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a225e0c8190b87eb646cefa6a33 |
completed | April 5, 2026, 5:21 p.m. |
| NEDg | Description generation | batch_69d29e2d4c7c81909813ed07e4514d4b |
completed | April 5, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29e94a7808190ad2ee034dd9f2499 |
completed | April 5, 2026, 5:40 p.m. |
Created at: March 30, 2026, 8:54 p.m.