Triple
T4363263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robbie Williams |
E98710
|
entity |
| Predicate | notableAlbum |
P4
|
FINISHED |
| Object |
I've Been Expecting You
"I've Been Expecting You" is the second studio album by British pop singer Robbie Williams, featuring hit singles that helped solidify his successful solo career after leaving Take That.
|
E434439
|
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: I've Been Expecting You | Statement: [Robbie Williams, notableAlbum, I've Been Expecting You]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I've Been Expecting You Context triple: [Robbie Williams, notableAlbum, I've Been Expecting You]
-
A.
Isn't She Lovely
"Isn't She Lovely" is a popular 1976 soul and R&B song by Stevie Wonder, celebrated for its joyful tribute to his newborn daughter and its distinctive harmonica and vocal performances.
-
B.
I'm Your Baby Tonight
"I'm Your Baby Tonight" is a 1990 R&B and pop song by Whitney Houston that showcases a more urban, dance-oriented sound and became one of her major international hits.
-
C.
Everything to Me
"Everything to Me" is an R&B ballad by American singer Monica that showcases her powerful vocals and emotional storytelling about love and devotion.
-
D.
Promise to You Girl
"Promise to You Girl" is a song by Paul McCartney from his 2005 studio album "Chaos and Creation in the Backyard."
-
E.
Maybe Baby
"Maybe Baby" is a 1958 rock and roll song by Buddy Holly and the Crickets, recognized as one of his classic hits.
- 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: I've Been Expecting You Triple: [Robbie Williams, notableAlbum, I've Been Expecting You]
Generated description
"I've Been Expecting You" is the second studio album by British pop singer Robbie Williams, featuring hit singles that helped solidify his successful solo career after leaving Take That.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: I've Been Expecting You Target entity description: "I've Been Expecting You" is the second studio album by British pop singer Robbie Williams, featuring hit singles that helped solidify his successful solo career after leaving Take That.
-
A.
Isn't She Lovely
"Isn't She Lovely" is a popular 1976 soul and R&B song by Stevie Wonder, celebrated for its joyful tribute to his newborn daughter and its distinctive harmonica and vocal performances.
-
B.
I'm Your Baby Tonight
"I'm Your Baby Tonight" is a 1990 R&B and pop song by Whitney Houston that showcases a more urban, dance-oriented sound and became one of her major international hits.
-
C.
Everything to Me
"Everything to Me" is an R&B ballad by American singer Monica that showcases her powerful vocals and emotional storytelling about love and devotion.
-
D.
Promise to You Girl
"Promise to You Girl" is a song by Paul McCartney from his 2005 studio album "Chaos and Creation in the Backyard."
-
E.
Maybe Baby
"Maybe Baby" is a 1958 rock and roll song by Buddy Holly and the Crickets, recognized as one of his classic hits.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351e70a748190af6f1b709a0e75e6 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbc68534819095ce62645ca79eff |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df8336e881908c875b8411c2fe4d |
completed | March 14, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0ded0288190b615364e9ae10821 |
completed | March 14, 2026, 10:27 p.m. |
Created at: March 12, 2026, 11:16 p.m.