Triple
T2984802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonnie Hunt |
E80595
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Return to Me
Return to Me is a 2000 romantic comedy-drama film about love, loss, and second chances, starring David Duchovny and Minnie Driver.
|
E316451
|
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: Return to Me | Statement: [Bonnie Hunt, directed, Return to Me]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Return to Me Context triple: [Bonnie Hunt, directed, Return to Me]
-
A.
Bring Him Home
"Bring Him Home" is a poignant solo ballad from the musical Les Misérables, sung by the character Jean Valjean as a prayer for the safety of the young revolutionary Marius.
-
B.
The Last Goodbye
"The Last Goodbye" is a song performed by Scottish actor and musician Billy Boyd, best known as the end-credits theme for the film *The Hobbit: The Battle of the Five Armies*.
-
C.
I Still Can’t Believe You’re Gone
"I Still Can’t Believe You’re Gone" is a country song by Willie Nelson featured on his concept album "Phases and Stages."
-
D.
So Gone
"So Gone" is an R&B song best known as a 2003 hit single by Monica, produced by Missy Elliott and Kanye West.
-
E.
Until You Come Back
"Until You Come Back" is a song by Whitney Houston featured on her 1998 R&B/pop album "My Love Is Your Love."
- 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: Return to Me Triple: [Bonnie Hunt, directed, Return to Me]
Generated description
Return to Me is a 2000 romantic comedy-drama film about love, loss, and second chances, starring David Duchovny and Minnie Driver.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Return to Me Target entity description: Return to Me is a 2000 romantic comedy-drama film about love, loss, and second chances, starring David Duchovny and Minnie Driver.
-
A.
Bring Him Home
"Bring Him Home" is a poignant solo ballad from the musical Les Misérables, sung by the character Jean Valjean as a prayer for the safety of the young revolutionary Marius.
-
B.
The Last Goodbye
"The Last Goodbye" is a song performed by Scottish actor and musician Billy Boyd, best known as the end-credits theme for the film *The Hobbit: The Battle of the Five Armies*.
-
C.
I Still Can’t Believe You’re Gone
"I Still Can’t Believe You’re Gone" is a country song by Willie Nelson featured on his concept album "Phases and Stages."
-
D.
So Gone
"So Gone" is an R&B song best known as a 2003 hit single by Monica, produced by Missy Elliott and Kanye West.
-
E.
Until You Come Back
"Until You Come Back" is a song by Whitney Houston featured on her 1998 R&B/pop album "My Love Is Your Love."
- 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99c65ad0819087bb4ae92ab0dc55 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108f8b2b08190904cf89befe656dd |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10bacb1588190868ae703c437e57e |
completed | March 11, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10bf903748190a203f0ea97332212 |
completed | March 11, 2026, 6:30 a.m. |
Created at: March 8, 2026, 2:59 p.m.