Triple
T15908963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daryn Okada |
E385795
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Life Happens
Life Happens is a 2011 indie romantic comedy film about the challenges of unexpected motherhood and modern relationships in Los Angeles.
|
E1183704
|
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: Life Happens | Statement: [Daryn Okada, notableWork, Life Happens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Life Happens Context triple: [Daryn Okada, notableWork, Life Happens]
-
A.
Stuff Happens
Stuff Happens is a 2004 political play by British dramatist David Hare that dramatizes the lead-up to the Iraq War through a mix of documented events and imagined dialogue among world leaders.
-
B.
Things Happen
"Things Happen" is a reflective indie rock song by Dawes known for its philosophical lyrics about accepting life's unpredictability.
-
C.
Whatever Happens
"Whatever Happens" is a soulful R&B ballad by Michael Jackson featuring Carlos Santana, known for its emotional vocals and Latin-influenced guitar work.
-
D.
Life Happens: And Other Unavoidable Truths
"Life Happens: And Other Unavoidable Truths" is a collection of personal essays by Pulitzer Prize–winning columnist Connie Schultz that reflect on everyday life, family, and social issues with warmth and humor.
-
E.
Let It Happen
"Let It Happen" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
- 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: Life Happens Triple: [Daryn Okada, notableWork, Life Happens]
Generated description
Life Happens is a 2011 indie romantic comedy film about the challenges of unexpected motherhood and modern relationships in Los Angeles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Life Happens Target entity description: Life Happens is a 2011 indie romantic comedy film about the challenges of unexpected motherhood and modern relationships in Los Angeles.
-
A.
Stuff Happens
Stuff Happens is a 2004 political play by British dramatist David Hare that dramatizes the lead-up to the Iraq War through a mix of documented events and imagined dialogue among world leaders.
-
B.
Things Happen
"Things Happen" is a reflective indie rock song by Dawes known for its philosophical lyrics about accepting life's unpredictability.
-
C.
Whatever Happens
"Whatever Happens" is a soulful R&B ballad by Michael Jackson featuring Carlos Santana, known for its emotional vocals and Latin-influenced guitar work.
-
D.
Life Happens: And Other Unavoidable Truths
"Life Happens: And Other Unavoidable Truths" is a collection of personal essays by Pulitzer Prize–winning columnist Connie Schultz that reflect on everyday life, family, and social issues with warmth and humor.
-
E.
Let It Happen
"Let It Happen" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1565d2f048190a40379ceae00411a |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb055307081908a13c98a0e16780c |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb110a5b88190904f763057e8eb1e |
completed | May 9, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb1a5e9b88190b790c81b9500c2ac |
completed | May 9, 2026, 10:13 p.m. |
Created at: April 10, 2026, 4:52 a.m.