Triple
T15756909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grace Paley |
E381990
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Begin Again
"Begin Again" is a collection of essays by American writer and activist Grace Paley that reflects her sharp political insight, feminist perspective, and commitment to social justice.
|
E1175025
|
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: Begin Again | Statement: [Grace Paley, notableWork, Begin Again]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Begin Again Context triple: [Grace Paley, notableWork, Begin Again]
-
A.
Begin Again
Begin Again is a 2013 musical romantic drama film about a disgraced music executive and a young singer-songwriter who collaborate to produce an album recorded live across New York City.
-
B.
Over Again
"Over Again" is a dance/electronic track by French DJ and producer Michael Calfan, known for its uplifting, melodic house style.
-
C.
Love Again
Love Again is a 2023 romantic comedy-drama film starring Priyanka Chopra Jonas as a grieving woman who unexpectedly finds new love through a series of misdirected text messages.
-
D.
Love Again
Love Again is a soulful R&B song by Daniel Caesar, known for its smooth vocals and emotive, romantic lyricism.
-
E.
Love Again
Love Again is a pop song produced by Ian Kirkpatrick, known for its polished, hook-driven sound and contemporary chart appeal.
- 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: Begin Again Triple: [Grace Paley, notableWork, Begin Again]
Generated description
"Begin Again" is a collection of essays by American writer and activist Grace Paley that reflects her sharp political insight, feminist perspective, and commitment to social justice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Begin Again Target entity description: "Begin Again" is a collection of essays by American writer and activist Grace Paley that reflects her sharp political insight, feminist perspective, and commitment to social justice.
-
A.
Begin Again
Begin Again is a 2013 musical romantic drama film about a disgraced music executive and a young singer-songwriter who collaborate to produce an album recorded live across New York City.
-
B.
Over Again
"Over Again" is a dance/electronic track by French DJ and producer Michael Calfan, known for its uplifting, melodic house style.
-
C.
Love Again
Love Again is a 2023 romantic comedy-drama film starring Priyanka Chopra Jonas as a grieving woman who unexpectedly finds new love through a series of misdirected text messages.
-
D.
Love Again
Love Again is a soulful R&B song by Daniel Caesar, known for its smooth vocals and emotive, romantic lyricism.
-
E.
Love Again
Love Again is a pop song produced by Ian Kirkpatrick, known for its polished, hook-driven sound and contemporary chart appeal.
- 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_69d86d9e6b44819085d1f6a969ecb74c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b1ff4881909d5240d1d30f5c8b |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff877311dc8190b55fe7ca5c0843da |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff881731ac8190baa3cea2c9b7975b |
completed | May 9, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff88cfbe388190b20c426b4c745f92 |
completed | May 9, 2026, 7:19 p.m. |
Created at: April 10, 2026, 4:47 a.m.