Triple
T16020429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UB40 |
E388583
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
If It Happens Again
"If It Happens Again" is a politically charged reggae-pop song by British band UB40, released in 1984 and known for its protest themes and chart success.
|
E1189096
|
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: If It Happens Again | Statement: [UB40, notableWork, If It Happens Again]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: If It Happens Again Context triple: [UB40, notableWork, If It Happens Again]
-
A.
Don’t Happen Twice
"Don’t Happen Twice" is a popular country song by Kenny Chesney that nostalgically reflects on a once-in-a-lifetime youthful romance.
-
B.
Let It Happen
"Let It Happen" is a critically acclaimed psychedelic synth-pop track by Tame Impala, known for its sprawling, hypnotic production and exploration of surrendering to change.
-
C.
Let It Happen
"Let It Happen" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
-
D.
These Things Happen
These Things Happen is a 2014 studio album by American rapper G-Eazy that helped establish his mainstream popularity with its polished, West Coast-influenced sound.
-
E.
When It Happens to You
"When It Happens to You" is a linked-story collection by actress and author Molly Ringwald that explores the complexities of modern relationships and family life.
- 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: If It Happens Again Triple: [UB40, notableWork, If It Happens Again]
Generated description
"If It Happens Again" is a politically charged reggae-pop song by British band UB40, released in 1984 and known for its protest themes and chart success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: If It Happens Again Target entity description: "If It Happens Again" is a politically charged reggae-pop song by British band UB40, released in 1984 and known for its protest themes and chart success.
-
A.
Don’t Happen Twice
"Don’t Happen Twice" is a popular country song by Kenny Chesney that nostalgically reflects on a once-in-a-lifetime youthful romance.
-
B.
Let It Happen
"Let It Happen" is a critically acclaimed psychedelic synth-pop track by Tame Impala, known for its sprawling, hypnotic production and exploration of surrendering to change.
-
C.
Let It Happen
"Let It Happen" is a track by Greek composer Vangelis featured on his 1979 electronic music album "Earth."
-
D.
These Things Happen
These Things Happen is a 2014 studio album by American rapper G-Eazy that helped establish his mainstream popularity with its polished, West Coast-influenced sound.
-
E.
When It Happens to You
"When It Happens to You" is a linked-story collection by actress and author Molly Ringwald that explores the complexities of modern relationships and family life.
- 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183231f2c81908f4e4037c3aa180b |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf2c6128819091d8f3710578834e |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffcfea613c8190abfed4d9b32eeeee |
completed | May 10, 2026, 12:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd0b3d4b08190b1be30954d5d76c0 |
completed | May 10, 2026, 12:26 a.m. |
Created at: April 10, 2026, 4:55 a.m.