Triple
T8484335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago |
E200794
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Baby, What a Big Surprise
"Baby, What a Big Surprise" is a soft rock ballad by the band Chicago, known for its lush orchestration and romantic lyrics, released in 1977.
|
E735669
|
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: Baby, What a Big Surprise | Statement: [Chicago, notableWork, Baby, What a Big Surprise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baby, What a Big Surprise Context triple: [Chicago, notableWork, Baby, What a Big Surprise]
-
A.
What's Become of the Baby
"What's Become of the Baby" is an experimental, heavily processed psychedelic track by the Grateful Dead, notable for its abstract vocals and unconventional structure.
-
B.
Talking ’bout My Baby
"Talking ’bout My Baby" is a track by British DJ and producer Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
-
C.
Baby on Baby
Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
-
D.
Someday Baby
"Someday Baby" is a modern electric blues song by Bob Dylan, featured on his 2006 album *Modern Times* and based on the traditional blues number "Worried Life Blues."
-
E.
Sweet Baby
Sweet Baby was a late-1980s East Bay pop-punk band known for its melodic, upbeat sound and association with the Berkeley punk scene.
- 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: Baby, What a Big Surprise Triple: [Chicago, notableWork, Baby, What a Big Surprise]
Generated description
"Baby, What a Big Surprise" is a soft rock ballad by the band Chicago, known for its lush orchestration and romantic lyrics, released in 1977.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baby, What a Big Surprise Target entity description: "Baby, What a Big Surprise" is a soft rock ballad by the band Chicago, known for its lush orchestration and romantic lyrics, released in 1977.
-
A.
What's Become of the Baby
"What's Become of the Baby" is an experimental, heavily processed psychedelic track by the Grateful Dead, notable for its abstract vocals and unconventional structure.
-
B.
Talking ’bout My Baby
"Talking ’bout My Baby" is a track by British DJ and producer Fatboy Slim, featured on his 2000 album "Halfway Between the Gutter and the Stars."
-
C.
Baby on Baby
Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
-
D.
Someday Baby
"Someday Baby" is a modern electric blues song by Bob Dylan, featured on his 2006 album *Modern Times* and based on the traditional blues number "Worried Life Blues."
-
E.
Sweet Baby
Sweet Baby was a late-1980s East Bay pop-punk band known for its melodic, upbeat sound and association with the Berkeley punk scene.
- 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_69ca831d7b148190a6e32c1de43ab13b |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe539b70c81909f8f045312f0d5f8 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a3d7cb481908b366f76639bb955 |
completed | April 2, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ce3b1f6f7c8190927b5e2684ae207b |
completed | April 2, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3b9d38e081909be10cb209b15427 |
completed | April 2, 2026, 9:49 a.m. |
Created at: March 30, 2026, 6:12 p.m.