Triple
T4177257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACM SIGSOFT Outstanding Research Award |
E86506
|
entity |
| Predicate | hasRecipient |
P108
|
FINISHED |
| Object |
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
|
E416851
|
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: Gail C. Murphy | Statement: [ACM SIGSOFT Outstanding Research Award, hasRecipient, Gail C. Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gail C. Murphy Context triple: [ACM SIGSOFT Outstanding Research Award, hasRecipient, Gail C. Murphy]
-
A.
Amy Madigan
Amy Madigan is an American actress known for her Academy Award–nominated role in "Twice in a Lifetime" and performances in films such as "Field of Dreams" and "Uncle Buck."
-
B.
Laura Leedy Gansler
Laura Leedy Gansler is an American lawyer and author best known for her nonfiction book about a landmark sexual harassment case that inspired the film "North Country."
-
C.
Janet Leahy
Janet Leahy is an American television writer and producer known for her work on acclaimed series such as Mad Men.
-
D.
Pat Murphy
Pat Murphy is a name shared by several notable individuals, including an American science fiction and fantasy author and various sports figures.
-
E.
Carolyn Cheeks Kilpatrick
Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
- 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: Gail C. Murphy Triple: [ACM SIGSOFT Outstanding Research Award, hasRecipient, Gail C. Murphy]
Generated description
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gail C. Murphy Target entity description: Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
A.
Amy Madigan
Amy Madigan is an American actress known for her Academy Award–nominated role in "Twice in a Lifetime" and performances in films such as "Field of Dreams" and "Uncle Buck."
-
B.
Laura Leedy Gansler
Laura Leedy Gansler is an American lawyer and author best known for her nonfiction book about a landmark sexual harassment case that inspired the film "North Country."
-
C.
Janet Leahy
Janet Leahy is an American television writer and producer known for her work on acclaimed series such as Mad Men.
-
D.
Pat Murphy
Pat Murphy is a name shared by several notable individuals, including an American science fiction and fantasy author and various sports figures.
-
E.
Carolyn Cheeks Kilpatrick
Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
- 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ec20fc8190b6f30576337e0ddc |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f57509881909d0353a48d868f5d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fbb037481908b2891e3af32e6e5 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58016777c8190a3e73ab96907e3a3 |
completed | March 14, 2026, 3:34 p.m. |
Created at: March 9, 2026, 3:45 p.m.