Triple
T10027647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandy Moore |
E200770
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Only Hope
"Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
|
E835032
|
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: Only Hope | Statement: [Mandy Moore, notableWork, Only Hope]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Only Hope Context triple: [Mandy Moore, notableWork, Only Hope]
-
A.
On Hope
"On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
-
B.
There Is Always Hope
"There Is Always Hope" is a famous Banksy street artwork depicting a young girl reaching for a heart-shaped balloon, often interpreted as a symbol of lost innocence and enduring optimism.
-
C.
The One Hope
The One Hope is a component or section within "The House of Life," likely representing a distinct thematic or structural part of that larger work.
-
D.
High as Hope
High as Hope is the fourth studio album by English indie rock band Florence and the Machine, noted for its intimate, introspective songwriting and more stripped-back production.
-
E.
High Hopes
"High Hopes" is a popular 1959 song with lyrics by Sammy Cahn, best known for its optimistic theme and association with Frank Sinatra.
- 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: Only Hope Triple: [Mandy Moore, notableWork, Only Hope]
Generated description
"Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Only Hope Target entity description: "Only Hope" is a pop ballad popularized by Mandy Moore’s emotional rendition in the 2002 film *A Walk to Remember*, where it serves as one of her signature songs.
-
A.
On Hope
"On Hope" is a 1994 short drama film, written by David Koepp, that explores themes of friendship and resilience and earned an Academy Award nomination for Best Live Action Short Film.
-
B.
There Is Always Hope
"There Is Always Hope" is a famous Banksy street artwork depicting a young girl reaching for a heart-shaped balloon, often interpreted as a symbol of lost innocence and enduring optimism.
-
C.
The One Hope
The One Hope is a component or section within "The House of Life," likely representing a distinct thematic or structural part of that larger work.
-
D.
High as Hope
High as Hope is the fourth studio album by English indie rock band Florence and the Machine, noted for its intimate, introspective songwriting and more stripped-back production.
-
E.
High Hopes
"High Hopes" is a popular 1959 song with lyrics by Sammy Cahn, best known for its optimistic theme and association with Frank Sinatra.
- 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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcde3c1b88190924e6158f406b453 |
completed | April 2, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26ac9cdfc8190b91746855bf3de12 |
completed | April 5, 2026, 1:59 p.m. |
| NEDg | Description generation | batch_69d26b9db3f88190bea466c91e16ca59 |
completed | April 5, 2026, 2:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26c2344f4819084e473a27b7f274d |
completed | April 5, 2026, 2:05 p.m. |
Created at: March 30, 2026, 8:54 p.m.