Triple
T8427624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sia |
E199040
|
entity |
| Predicate | frequentlyFeaturesPerformer |
P83286
|
FINISHED |
| Object |
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."
|
E731833
|
NE FINISHED |
How this triple was built (5 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: Maddie Ziegler | Statement: [Sia, frequentlyFeaturesPerformer, Maddie Ziegler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maddie Ziegler Context triple: [Sia, frequentlyFeaturesPerformer, Maddie Ziegler]
-
A.
Natasha Liu Bordizzo
Natasha Liu Bordizzo is an Australian actress and model known for her breakout role in the sequel to "Crouching Tiger, Hidden Dragon" and for appearing in various international film and television productions.
-
B.
Zendaya
Zendaya is an American actress and singer best known for her acclaimed, Emmy-winning performance as Rue Bennett in the HBO drama series "Euphoria."
-
C.
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.
-
D.
Jennie Snyder Urman
Jennie Snyder Urman is an American television writer and producer best known as the creator and showrunner of the critically acclaimed series "Jane the Virgin."
-
E.
Zoë Kravitz
Zoë Kravitz is an American actress, singer, and model known for roles in films like "Mad Max: Fury Road," "Fantastic Beasts," and "The Batman," as well as for fronting the band Lolawolf.
- 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: Maddie Ziegler Triple: [Sia, frequentlyFeaturesPerformer, Maddie Ziegler]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maddie Ziegler Target entity description: 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."
-
A.
Natasha Liu Bordizzo
Natasha Liu Bordizzo is an Australian actress and model known for her breakout role in the sequel to "Crouching Tiger, Hidden Dragon" and for appearing in various international film and television productions.
-
B.
Zendaya
Zendaya is an American actress and singer best known for her acclaimed, Emmy-winning performance as Rue Bennett in the HBO drama series "Euphoria."
-
C.
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.
-
D.
Jennie Snyder Urman
Jennie Snyder Urman is an American television writer and producer best known as the creator and showrunner of the critically acclaimed series "Jane the Virgin."
-
E.
Zoë Kravitz
Zoë Kravitz is an American actress, singer, and model known for roles in films like "Mad Max: Fury Road," "Fantastic Beasts," and "The Batman," as well as for fronting the band Lolawolf.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: frequentlyFeaturesPerformer Context triple: [Sia, frequentlyFeaturesPerformer, Maddie Ziegler]
-
A.
frequentPerformance
Indicates that an entity regularly or repeatedly carries out a particular performance or activity over a period of time.
-
B.
typicalPerformers
Indicates the entities that most commonly or characteristically perform a given action or role.
-
C.
keyInManyPerformances
Indicates that the entity serves as a central or essential element in numerous performances or events.
-
D.
coPerformer
Indicates that two or more entities jointly perform the same act or participate together in the same performance.
-
E.
performedFrequency
Indicates how often an action or activity is carried out within a given time period.
- F. None of above. chosen
Provenance (7 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_69ca8313c99081909a5c6d83b91de5b3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe30fba4081908bfdef3faf5baceb |
completed | March 31, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce036dec9481908564ea2828ea429b |
completed | April 2, 2026, 5:49 a.m. |
| NEDg | Description generation | batch_69ce07846da48190aa89b1c185dfcd11 |
completed | April 2, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce08a5d2988190a64822214b69a223 |
completed | April 2, 2026, 6:11 a.m. |
| PD | Predicate disambiguation | batch_69cbd0ec200c8190b0299e2b0b4bdcc2 |
completed | March 31, 2026, 1:49 p.m. |
| PDg | Predicate description generation | batch_69cbe30c2d088190b4cb89adb4e88273 |
completed | March 31, 2026, 3:06 p.m. |
Created at: March 30, 2026, 6:07 p.m.