Triple
T17175591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Premkumar Devanbu |
E416849
|
entity |
| Predicate | publishesIn |
P309
|
FINISHED |
| Object |
Mining Software Repositories Conference
The Mining Software Repositories Conference is a leading annual research venue focused on analyzing software repositories and empirical data to advance understanding of software engineering practices and tools.
|
E1254558
|
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: Mining Software Repositories Conference | Statement: [Premkumar Devanbu, publishesIn, Mining Software Repositories Conference]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mining Software Repositories Conference Context triple: [Premkumar Devanbu, publishesIn, Mining Software Repositories Conference]
-
A.
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.
-
B.
A Discipline for Software Engineering
"A Discipline for Software Engineering" is a book by Watts S. Humphrey that introduces and explains the Personal Software Process (PSP), a structured methodology for individual software engineers to improve the quality and predictability of their work.
-
C.
SIGSOFT
SIGSOFT is the ACM Special Interest Group on Software Engineering, focusing on advancing research, education, and practice in software engineering.
-
D.
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.
-
E.
Helix Swarm code review tool
Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
- 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: Mining Software Repositories Conference Triple: [Premkumar Devanbu, publishesIn, Mining Software Repositories Conference]
Generated description
The Mining Software Repositories Conference is a leading annual research venue focused on analyzing software repositories and empirical data to advance understanding of software engineering practices and tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mining Software Repositories Conference Target entity description: The Mining Software Repositories Conference is a leading annual research venue focused on analyzing software repositories and empirical data to advance understanding of software engineering practices and tools.
-
A.
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.
-
B.
A Discipline for Software Engineering
"A Discipline for Software Engineering" is a book by Watts S. Humphrey that introduces and explains the Personal Software Process (PSP), a structured methodology for individual software engineers to improve the quality and predictability of their work.
-
C.
SIGSOFT
SIGSOFT is the ACM Special Interest Group on Software Engineering, focusing on advancing research, education, and practice in software engineering.
-
D.
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.
-
E.
Helix Swarm code review tool
Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
- 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.