Triple
T21957666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Teacher |
E542233
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Elizabeth Halsey
Elizabeth Halsey is the foul-mouthed, apathetic middle school teacher portrayed by Cameron Diaz in the comedy film "Bad Teacher."
|
E1511206
|
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: Elizabeth Halsey | Statement: [Bad Teacher, mainCharacter, Elizabeth Halsey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Halsey Context triple: [Bad Teacher, mainCharacter, Elizabeth Halsey]
-
A.
Elizabeth Hynes
Elizabeth Hynes was an early settler and prominent local figure after whom the city of Elizabethtown, Kentucky, was named.
-
B.
Sarah Ellis
Sarah Ellis was the wife of Confederate General William J. Hardee, known primarily through her association with his military and social prominence in the 19th-century American South.
-
C.
Elizabeth Hughes
Elizabeth Hughes was an American woman historically notable as one of the first patients successfully treated with insulin for type 1 diabetes.
-
D.
Elizabeth Hughes
Elizabeth Hughes was a notable local figure after whom the borough of Elizabethtown in Pennsylvania was named, likely reflecting her prominence or influence in the area's early history.
-
E.
Helen Ferguson
Helen Ferguson was an American silent film actress prominent in the 1910s and 1920s who later became a successful Hollywood publicist.
- 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: Elizabeth Halsey Triple: [Bad Teacher, mainCharacter, Elizabeth Halsey]
Generated description
Elizabeth Halsey is the foul-mouthed, apathetic middle school teacher portrayed by Cameron Diaz in the comedy film "Bad Teacher."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Halsey Target entity description: Elizabeth Halsey is the foul-mouthed, apathetic middle school teacher portrayed by Cameron Diaz in the comedy film "Bad Teacher."
-
A.
Elizabeth Hynes
Elizabeth Hynes was an early settler and prominent local figure after whom the city of Elizabethtown, Kentucky, was named.
-
B.
Sarah Ellis
Sarah Ellis was the wife of Confederate General William J. Hardee, known primarily through her association with his military and social prominence in the 19th-century American South.
-
C.
Elizabeth Hughes
Elizabeth Hughes was an American woman historically notable as one of the first patients successfully treated with insulin for type 1 diabetes.
-
D.
Elizabeth Hughes
Elizabeth Hughes was a notable local figure after whom the borough of Elizabethtown in Pennsylvania was named, likely reflecting her prominence or influence in the area's early history.
-
E.
Helen Ferguson
Helen Ferguson was an American silent film actress prominent in the 1910s and 1920s who later became a successful Hollywood publicist.
- 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_69e0c47fab1081908dc74a6545dbb051 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1244108948190a08e6966e55c4acd |
completed | April 28, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a67082ee08190a791c5307d25a1a2 |
completed | May 18, 2026, 1:10 a.m. |
| NEDg | Description generation | batch_6a0a67910f0081908d3d4771be0fb167 |
completed | May 18, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a68038d148190a9b2811f23fa802e |
completed | May 18, 2026, 1:14 a.m. |
Created at: April 16, 2026, 7:59 p.m.