Triple
T17175592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Premkumar Devanbu |
E416849
|
entity |
| Predicate | publishesIn |
P309
|
FINISHED |
| Object |
Empirical Software Engineering journal
Empirical Software Engineering is a peer-reviewed academic journal that focuses on applying empirical research methods to study and improve software engineering practices, tools, and processes.
|
E1254559
|
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: Empirical Software Engineering journal | Statement: [Premkumar Devanbu, publishesIn, Empirical Software Engineering journal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Empirical Software Engineering journal Context triple: [Premkumar Devanbu, publishesIn, Empirical Software Engineering journal]
-
A.
ACM Transactions on Software Engineering and Methodology
ACM Transactions on Software Engineering and Methodology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software engineering principles, practices, and methodologies.
-
B.
International Conference on Software Engineering
The International Conference on Software Engineering is a premier annual academic and industry forum for presenting and discussing cutting-edge research, practices, and innovations in software engineering.
-
C.
ACM SIGSOFT International Symposium on the Foundations of Software Engineering
The ACM SIGSOFT International Symposium on the Foundations of Software Engineering is a premier research conference focused on advancing the theory, techniques, and tools for software engineering.
-
D.
IEEE Software
IEEE Software is a bimonthly peer-reviewed magazine that focuses on software engineering practice, bridging academic research and industry application for software professionals.
-
E.
SIGSOFT
SIGSOFT is the ACM Special Interest Group on Software Engineering, focusing on advancing research, education, and practice in software engineering.
- 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: Empirical Software Engineering journal Triple: [Premkumar Devanbu, publishesIn, Empirical Software Engineering journal]
Generated description
Empirical Software Engineering is a peer-reviewed academic journal that focuses on applying empirical research methods to study and improve software engineering practices, tools, and processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Empirical Software Engineering journal Target entity description: Empirical Software Engineering is a peer-reviewed academic journal that focuses on applying empirical research methods to study and improve software engineering practices, tools, and processes.
-
A.
ACM Transactions on Software Engineering and Methodology
ACM Transactions on Software Engineering and Methodology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software engineering principles, practices, and methodologies.
-
B.
International Conference on Software Engineering
The International Conference on Software Engineering is a premier annual academic and industry forum for presenting and discussing cutting-edge research, practices, and innovations in software engineering.
-
C.
ACM SIGSOFT International Symposium on the Foundations of Software Engineering
The ACM SIGSOFT International Symposium on the Foundations of Software Engineering is a premier research conference focused on advancing the theory, techniques, and tools for software engineering.
-
D.
IEEE Software
IEEE Software is a bimonthly peer-reviewed magazine that focuses on software engineering practice, bridging academic research and industry application for software professionals.
-
E.
SIGSOFT
SIGSOFT is the ACM Special Interest Group on Software Engineering, focusing on advancing research, education, and practice in software engineering.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc0cec448190b30466628a2ff23f |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0148435f6081909bfc6cc1ef59d971 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014a4fdcf081908be68b1eda2066df |
completed | May 11, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014adf25808190ad712fbd7560e91d |
completed | May 11, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:37 a.m.