Triple
T12368413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACM Transactions on Architecture and Code Optimization |
E294930
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
ACM TACO
ACM TACO is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in computer architecture and code optimization.
|
E978082
|
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: ACM TACO | Statement: [ACM Transactions on Architecture and Code Optimization, hasAbbreviation, ACM TACO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ACM TACO Context triple: [ACM Transactions on Architecture and Code Optimization, hasAbbreviation, ACM TACO]
-
A.
INGRES relational database system
INGRES relational database system is an influential early relational DBMS developed at the University of California, Berkeley, that pioneered many concepts and technologies later adopted by commercial database systems.
-
B.
ACM SIGMOD Conference
The ACM SIGMOD Conference is a premier annual international research conference focusing on the management of data and database systems, organized by the ACM Special Interest Group on Management of Data.
-
C.
CODASYL
CODASYL (Conference on Data Systems Languages) was an influential consortium of computer industry and government organizations that standardized data processing languages and database models, most notably contributing to the development of COBOL.
-
D.
TACC
TACC is an advanced driver-assistance feature that automatically adjusts a vehicle’s speed to maintain a safe following distance from traffic ahead.
-
E.
ATAM (Architecture Tradeoff Analysis Method)
ATAM (Architecture Tradeoff Analysis Method) is a structured software architecture evaluation approach that helps stakeholders analyze and compare quality attribute trade-offs and risks in complex 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: ACM TACO Triple: [ACM Transactions on Architecture and Code Optimization, hasAbbreviation, ACM TACO]
Generated description
ACM TACO is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in computer architecture and code optimization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ACM TACO Target entity description: ACM TACO is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in computer architecture and code optimization.
-
A.
INGRES relational database system
INGRES relational database system is an influential early relational DBMS developed at the University of California, Berkeley, that pioneered many concepts and technologies later adopted by commercial database systems.
-
B.
ACM SIGMOD Conference
The ACM SIGMOD Conference is a premier annual international research conference focusing on the management of data and database systems, organized by the ACM Special Interest Group on Management of Data.
-
C.
CODASYL
CODASYL (Conference on Data Systems Languages) was an influential consortium of computer industry and government organizations that standardized data processing languages and database models, most notably contributing to the development of COBOL.
-
D.
TACC
TACC is an advanced driver-assistance feature that automatically adjusts a vehicle’s speed to maintain a safe following distance from traffic ahead.
-
E.
ATAM (Architecture Tradeoff Analysis Method)
ATAM (Architecture Tradeoff Analysis Method) is a structured software architecture evaluation approach that helps stakeholders analyze and compare quality attribute trade-offs and risks in complex 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa65a608190a1597a49751185a8 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62abdad1c8190b083791d60138f2a |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62be4de888190aac94d441748d295 |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d4d0b8881908aa6b67db7d14609 |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:54 p.m.