Triple
T18015540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flask-Login |
E430988
|
entity |
| Predicate | maintainer |
P2962
|
FINISHED |
| Object |
Max Countryman
Max Countryman is a software developer best known for maintaining Flask-Login, a popular user session management extension for the Flask web framework.
|
E1300951
|
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: Max Countryman | Statement: [Flask-Login, maintainer, Max Countryman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Max Countryman Context triple: [Flask-Login, maintainer, Max Countryman]
-
A.
Johnny Mann
Johnny Mann was an American arranger, composer, and bandleader best known for leading the Johnny Mann Singers and working extensively in television and radio music.
-
B.
Rockmond Dunbar
Rockmond Dunbar is an American actor known for his roles in television series such as "Prison Break," "Sons of Anarchy," and "9-1-1."
-
C.
Mel Hunter
Mel Hunter was an American illustrator and artist best known for his science fiction book and magazine covers in the mid-20th century.
-
D.
Michael MacRae
Michael MacRae is an American actor best known for his work in film and television and for being married to actress Bonnie Bedelia.
-
E.
Paul McCrane
Paul McCrane is an American actor and director best known for his roles in the film "Fame" and the television series "ER" and "RoboCop."
- 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: Max Countryman Triple: [Flask-Login, maintainer, Max Countryman]
Generated description
Max Countryman is a software developer best known for maintaining Flask-Login, a popular user session management extension for the Flask web framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Max Countryman Target entity description: Max Countryman is a software developer best known for maintaining Flask-Login, a popular user session management extension for the Flask web framework.
-
A.
Johnny Mann
Johnny Mann was an American arranger, composer, and bandleader best known for leading the Johnny Mann Singers and working extensively in television and radio music.
-
B.
Rockmond Dunbar
Rockmond Dunbar is an American actor known for his roles in television series such as "Prison Break," "Sons of Anarchy," and "9-1-1."
-
C.
Mel Hunter
Mel Hunter was an American illustrator and artist best known for his science fiction book and magazine covers in the mid-20th century.
-
D.
Michael MacRae
Michael MacRae is an American actor best known for his work in film and television and for being married to actress Bonnie Bedelia.
-
E.
Paul McCrane
Paul McCrane is an American actor and director best known for his roles in the film "Fame" and the television series "ER" and "RoboCop."
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034324daec8190a9bbec1ad80c70f9 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343dc91688190ae8e2f051cefef85 |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 |
completed | May 12, 2026, 3:18 p.m. |
Created at: April 10, 2026, 10:24 a.m.