Triple
T10033269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | COBOL |
E204900
|
entity |
| Predicate | hasStandard |
P1371
|
FINISHED |
| Object |
COBOL 2002
COBOL 2002 is a major revision of the COBOL programming language standard that introduced modern features such as object-oriented programming and improved interoperability.
|
E204900
|
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: COBOL 2002 | Statement: [COBOL, hasStandard, COBOL 2002]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: COBOL 2002 Context triple: [COBOL, hasStandard, COBOL 2002]
-
A.
COBOL
COBOL is a long-established, English-like programming language primarily used for business, finance, and administrative systems on mainframes and enterprise platforms.
-
B.
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.
-
C.
HLASM
HLASM (High Level Assembler) is IBM's advanced assembler language and toolset used primarily for developing low-level system and application software on IBM mainframe platforms.
-
D.
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.
-
E.
PL/I-80
PL/I-80 is a microcomputer implementation of the PL/I programming language designed for 8-bit systems such as those running CP/M.
- 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: COBOL 2002 Triple: [COBOL, hasStandard, COBOL 2002]
Generated description
COBOL 2002 is a major revision of the COBOL programming language standard that introduced modern features such as object-oriented programming and improved interoperability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: COBOL 2002 Target entity description: COBOL 2002 is a major revision of the COBOL programming language standard that introduced modern features such as object-oriented programming and improved interoperability.
-
A.
COBOL
chosen
COBOL is a long-established, English-like programming language primarily used for business, finance, and administrative systems on mainframes and enterprise platforms.
-
B.
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.
-
C.
HLASM
HLASM (High Level Assembler) is IBM's advanced assembler language and toolset used primarily for developing low-level system and application software on IBM mainframe platforms.
-
D.
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.
-
E.
PL/I-80
PL/I-80 is a microcomputer implementation of the PL/I programming language designed for 8-bit systems such as those running CP/M.
- F. None of above.
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_69d282478578819085ca00fe140bb6c1 |
completed | April 5, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_69d283c516708190b3a1c363841787fc |
completed | April 5, 2026, 3:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d284956730819099e5cd918e722fd8 |
completed | April 5, 2026, 3:49 p.m. |
Created at: March 30, 2026, 8:54 p.m.