Triple
T17175537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barry W. Boehm |
E416848
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
USC Center for Software Engineering
The USC Center for Software Engineering is a research and education center at the University of Southern California focused on advancing software engineering principles, practices, and methodologies.
|
E1254552
|
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: USC Center for Software Engineering | Statement: [Barry W. Boehm, employer, USC Center for Software Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USC Center for Software Engineering Context triple: [Barry W. Boehm, employer, USC Center for Software Engineering]
-
A.
Institute for Software Research, Carnegie Mellon University
The Institute for Software Research at Carnegie Mellon University is a leading academic center focused on research and education in software engineering, cybersecurity, privacy, and socio-technical systems.
-
B.
USC Information Sciences Institute
USC Information Sciences Institute is a renowned research institute at the University of Southern California known for its pioneering work in computer science and its foundational contributions to the development of the internet.
-
C.
GVU Center
GVU Center is an interdisciplinary research center at Georgia Tech focused on advancing human-computer interaction, computing technologies, and their impact on society.
-
D.
Computer Science and Engineering Division (University of Michigan)
The Computer Science and Engineering Division at the University of Michigan is an academic unit specializing in computer science and computer engineering education and research within the College of Engineering.
-
E.
Carnegie Mellon University CyLab
Carnegie Mellon University CyLab is a leading interdisciplinary research center focused on cybersecurity, privacy, and related technologies, bringing together experts from computer science, engineering, and public policy.
- 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: USC Center for Software Engineering Triple: [Barry W. Boehm, employer, USC Center for Software Engineering]
Generated description
The USC Center for Software Engineering is a research and education center at the University of Southern California focused on advancing software engineering principles, practices, and methodologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USC Center for Software Engineering Target entity description: The USC Center for Software Engineering is a research and education center at the University of Southern California focused on advancing software engineering principles, practices, and methodologies.
-
A.
Institute for Software Research, Carnegie Mellon University
The Institute for Software Research at Carnegie Mellon University is a leading academic center focused on research and education in software engineering, cybersecurity, privacy, and socio-technical systems.
-
B.
USC Information Sciences Institute
USC Information Sciences Institute is a renowned research institute at the University of Southern California known for its pioneering work in computer science and its foundational contributions to the development of the internet.
-
C.
GVU Center
GVU Center is an interdisciplinary research center at Georgia Tech focused on advancing human-computer interaction, computing technologies, and their impact on society.
-
D.
Computer Science and Engineering Division (University of Michigan)
The Computer Science and Engineering Division at the University of Michigan is an academic unit specializing in computer science and computer engineering education and research within the College of Engineering.
-
E.
Carnegie Mellon University CyLab
Carnegie Mellon University CyLab is a leading interdisciplinary research center focused on cybersecurity, privacy, and related technologies, bringing together experts from computer science, engineering, and public policy.
- 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.