Triple
T17175593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Premkumar Devanbu |
E416849
|
entity |
| Predicate | publishesIn |
P309
|
FINISHED |
| Object |
IEEE Transactions on Software Engineering
IEEE Transactions on Software Engineering is a leading peer-reviewed journal that publishes advanced research on the theory, practice, and methodology of software engineering.
|
E1254560
|
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: IEEE Transactions on Software Engineering | Statement: [Premkumar Devanbu, publishesIn, IEEE Transactions on Software Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IEEE Transactions on Software Engineering Context triple: [Premkumar Devanbu, publishesIn, IEEE Transactions on Software Engineering]
-
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.
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.
-
D.
ACM Transactions on Software Systems Modeling
ACM Transactions on Software Systems Modeling is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software and systems modeling, design, and analysis.
-
E.
ACM Transactions on Programming Languages and Systems
ACM Transactions on Programming Languages and Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in programming languages, compilers, and related 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: IEEE Transactions on Software Engineering Triple: [Premkumar Devanbu, publishesIn, IEEE Transactions on Software Engineering]
Generated description
IEEE Transactions on Software Engineering is a leading peer-reviewed journal that publishes advanced research on the theory, practice, and methodology of software engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IEEE Transactions on Software Engineering Target entity description: IEEE Transactions on Software Engineering is a leading peer-reviewed journal that publishes advanced research on the theory, practice, and methodology of software engineering.
-
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.
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.
-
D.
ACM Transactions on Software Systems Modeling
ACM Transactions on Software Systems Modeling is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software and systems modeling, design, and analysis.
-
E.
ACM Transactions on Programming Languages and Systems
ACM Transactions on Programming Languages and Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in programming languages, compilers, and related 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_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.