Triple
T10400572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michelle Williams |
E245133
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Unexpected
"Unexpected" is an independent drama film starring Michelle Williams as a Chicago high school teacher dealing with an unplanned pregnancy alongside one of her students.
|
E861659
|
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: Unexpected | Statement: [Michelle Williams, notableWork, Unexpected]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unexpected Context triple: [Michelle Williams, notableWork, Unexpected]
-
A.
Surprise
Surprise is a rapidly growing suburban city in Maricopa County, Arizona, known for its residential communities, recreation facilities, and role as a spring training destination for Major League Baseball teams.
-
B.
Suddenly
"Suddenly" is a popular Afrobeat/afropop song by Nigerian artist D'banj that helped cement his status as a leading figure in contemporary African music.
-
C.
Suddenly
"Suddenly" is a 1954 American film noir thriller starring Sterling Hayden as a lawman who must thwart an assassination plot against the President in a small California town.
-
D.
Unpredictable
"Unpredictable" is a hip-hop album by Philadelphia rapper Malik B., known for his work as a founding member of The Roots.
-
E.
Unpredictable
"Unpredictable" is a 1997 hip hop album by American rapper Mystikal that helped establish his mainstream success with its aggressive style and Southern rap sound.
- 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: Unexpected Triple: [Michelle Williams, notableWork, Unexpected]
Generated description
"Unexpected" is an independent drama film starring Michelle Williams as a Chicago high school teacher dealing with an unplanned pregnancy alongside one of her students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unexpected Target entity description: "Unexpected" is an independent drama film starring Michelle Williams as a Chicago high school teacher dealing with an unplanned pregnancy alongside one of her students.
-
A.
Surprise
Surprise is a rapidly growing suburban city in Maricopa County, Arizona, known for its residential communities, recreation facilities, and role as a spring training destination for Major League Baseball teams.
-
B.
Suddenly
"Suddenly" is a popular Afrobeat/afropop song by Nigerian artist D'banj that helped cement his status as a leading figure in contemporary African music.
-
C.
Suddenly
"Suddenly" is a 1954 American film noir thriller starring Sterling Hayden as a lawman who must thwart an assassination plot against the President in a small California town.
-
D.
Unpredictable
"Unpredictable" is a hip-hop album by Philadelphia rapper Malik B., known for his work as a founding member of The Roots.
-
E.
Unpredictable
"Unpredictable" is a 1997 hip hop album by American rapper Mystikal that helped establish his mainstream success with its aggressive style and Southern rap sound.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9e2f11c8190b30695cba2975544 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbd13c888190b3a79a9aacb5291e |
completed | April 9, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_69d822d597088190bf3dca85e1ddb890 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859cc1aac8190ab232bb4e4e4fac1 |
completed | April 10, 2026, 2 a.m. |
Created at: April 6, 2026, 12:07 p.m.