Triple
T15427154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeremy Bieber |
E369540
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Chelsey Bieber
Chelsey Bieber is the wife of Jeremy Bieber and stepmother of Canadian pop star Justin Bieber.
|
E1157650
|
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: Chelsey Bieber | Statement: [Jeremy Bieber, spouse, Chelsey Bieber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelsey Bieber Context triple: [Jeremy Bieber, spouse, Chelsey Bieber]
-
A.
Jazmyn Bieber
Jazmyn Bieber is the younger half-sister of pop star Justin Bieber, known to fans through his social media and public appearances with her.
-
B.
Sabrina Carpenter
Sabrina Carpenter is an American singer, songwriter, and actress known for her pop music career and breakout role on the Disney Channel series "Girl Meets World."
-
C.
Chloe Lukasiak
Chloe Lukasiak is an American dancer, actress, and social media personality who rose to fame as one of the original cast members on the reality TV series "Dance Moms."
-
D.
Maddie Ziegler
Maddie Ziegler is an American dancer and actress who rose to fame on "Dance Moms" and became widely recognized for starring in several of Sia’s music videos, including "Chandelier."
-
E.
Chlöe Bailey
Chlöe Bailey is an American singer, songwriter, producer, and actress best known as one half of the R&B duo Chloe x Halle and for her solo music career.
- 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: Chelsey Bieber Triple: [Jeremy Bieber, spouse, Chelsey Bieber]
Generated description
Chelsey Bieber is the wife of Jeremy Bieber and stepmother of Canadian pop star Justin Bieber.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelsey Bieber Target entity description: Chelsey Bieber is the wife of Jeremy Bieber and stepmother of Canadian pop star Justin Bieber.
-
A.
Jazmyn Bieber
Jazmyn Bieber is the younger half-sister of pop star Justin Bieber, known to fans through his social media and public appearances with her.
-
B.
Sabrina Carpenter
Sabrina Carpenter is an American singer, songwriter, and actress known for her pop music career and breakout role on the Disney Channel series "Girl Meets World."
-
C.
Chloe Lukasiak
Chloe Lukasiak is an American dancer, actress, and social media personality who rose to fame as one of the original cast members on the reality TV series "Dance Moms."
-
D.
Maddie Ziegler
Maddie Ziegler is an American dancer and actress who rose to fame on "Dance Moms" and became widely recognized for starring in several of Sia’s music videos, including "Chandelier."
-
E.
Chlöe Bailey
Chlöe Bailey is an American singer, songwriter, producer, and actress best known as one half of the R&B duo Chloe x Halle and for her solo music career.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ec1fb288190a3625b8e4f487dd1 |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21a18c548190b8591776828c1793 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff227b0060819092a08c897719849c |
completed | May 9, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff238c841c8190b1a88aeb8c428cbc |
completed | May 9, 2026, 12:07 p.m. |
Created at: April 10, 2026, 3:20 a.m.