Triple
T17175687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gail C. Murphy |
E416851
|
entity |
| Predicate | coFounderOf |
P104
|
FINISHED |
| Object |
Tasktop Technologies
Tasktop Technologies is a software company specializing in value stream management and integration solutions that help large organizations optimize and connect their software delivery toolchains.
|
E1254563
|
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: Tasktop Technologies | Statement: [Gail C. Murphy, coFounderOf, Tasktop Technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tasktop Technologies Context triple: [Gail C. Murphy, coFounderOf, Tasktop Technologies]
-
A.
Zoho Projects
Zoho Projects is a cloud-based project management and collaboration tool designed to help teams plan, track, and deliver projects efficiently.
-
B.
Procore Technologies
Procore Technologies is a construction management software company that provides cloud-based tools to help construction professionals manage projects, resources, and collaboration.
-
C.
Appirio
Appirio is a cloud services and consulting company known for helping enterprises implement and optimize platforms like Salesforce and Workday.
-
D.
Asana
Asana is a work management and collaboration software platform that helps teams organize, track, and manage their projects and tasks.
-
E.
Atlassian
Atlassian is an Australian software company best known for its collaboration and productivity tools for software development and project management, including Jira, Confluence, and Bitbucket.
- 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: Tasktop Technologies Triple: [Gail C. Murphy, coFounderOf, Tasktop Technologies]
Generated description
Tasktop Technologies is a software company specializing in value stream management and integration solutions that help large organizations optimize and connect their software delivery toolchains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tasktop Technologies Target entity description: Tasktop Technologies is a software company specializing in value stream management and integration solutions that help large organizations optimize and connect their software delivery toolchains.
-
A.
Zoho Projects
Zoho Projects is a cloud-based project management and collaboration tool designed to help teams plan, track, and deliver projects efficiently.
-
B.
Procore Technologies
Procore Technologies is a construction management software company that provides cloud-based tools to help construction professionals manage projects, resources, and collaboration.
-
C.
Appirio
Appirio is a cloud services and consulting company known for helping enterprises implement and optimize platforms like Salesforce and Workday.
-
D.
Asana
Asana is a work management and collaboration software platform that helps teams organize, track, and manage their projects and tasks.
-
E.
Atlassian
Atlassian is an Australian software company best known for its collaboration and productivity tools for software development and project management, including Jira, Confluence, and Bitbucket.
- 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.