Triple
T19201794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oh-OK |
E470125
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Linda Hopper
Linda Hopper is an American singer best known as the lead vocalist of the Athens, Georgia–based alternative rock band Magnapop.
|
E1552776
|
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: Linda Hopper | Statement: [Oh-OK, hasMember, Linda Hopper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linda Hopper Context triple: [Oh-OK, hasMember, Linda Hopper]
-
A.
Deborah Hopper
Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
-
B.
Linda Wallem
Linda Wallem is an American television writer, producer, and actress best known for co-creating the acclaimed medical dramedy series "Nurse Jackie."
-
C.
Linda Gleason
Linda Gleason is known as the wife of American actor and playwright Jason Miller.
-
D.
Ann Hopkins
Ann Hopkins was a management consultant whose landmark U.S. Supreme Court case, Price Waterhouse v. Hopkins, became a pivotal precedent in employment discrimination law, particularly regarding gender stereotyping.
-
E.
Barbara Hopkinson
Barbara Hopkinson is an author and grief recovery advocate known for helping individuals and families cope with the loss of loved ones.
- 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: Linda Hopper Triple: [Oh-OK, hasMember, Linda Hopper]
Generated description
Linda Hopper is an American singer best known as the lead vocalist of the Athens, Georgia–based alternative rock band Magnapop.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linda Hopper Target entity description: Linda Hopper is an American singer best known as the lead vocalist of the Athens, Georgia–based alternative rock band Magnapop.
-
A.
Deborah Hopper
Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
-
B.
Linda Wallem
Linda Wallem is an American television writer, producer, and actress best known for co-creating the acclaimed medical dramedy series "Nurse Jackie."
-
C.
Linda Gleason
Linda Gleason is known as the wife of American actor and playwright Jason Miller.
-
D.
Ann Hopkins
Ann Hopkins was a management consultant whose landmark U.S. Supreme Court case, Price Waterhouse v. Hopkins, became a pivotal precedent in employment discrimination law, particularly regarding gender stereotyping.
-
E.
Barbara Hopkinson
Barbara Hopkinson is an author and grief recovery advocate known for helping individuals and families cope with the loss of loved ones.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f9991ba48190ab92805daec3877b |
completed | April 20, 2026, 10:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b97fc2600819085486a9d540c9df3 |
completed | May 18, 2026, 10:51 p.m. |
| NEDg | Description generation | batch_6a0b9884cb548190958d16f42be4bea8 |
completed | May 18, 2026, 10:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b98e7887881909ec9cc4a2a2167c5 |
completed | May 18, 2026, 10:55 p.m. |
Created at: April 10, 2026, 12:07 p.m.