Triple
T5783177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demi Lovato |
E128208
|
entity |
| Predicate | hasSibling |
P363
|
FINISHED |
| Object |
Amber Smith
Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
|
E587495
|
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: Amber Smith | Statement: [Demi Lovato, hasSibling, Amber Smith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amber Smith Context triple: [Demi Lovato, hasSibling, Amber Smith]
-
A.
Amber Coffman
Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
-
B.
Amber Holt
Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
-
C.
Tasha Smith
Tasha Smith is an American actress and director best known for her bold, comedic, and dramatic roles in film and television, particularly in Tyler Perry–produced projects.
-
D.
Amanda Clayton
Amanda Clayton is an American actress best known for her role in the crime drama television series "City on a Hill."
-
E.
Amber Hagerman
Amber Hagerman was a nine-year-old girl whose 1996 abduction and murder in Texas led to the creation of the AMBER Alert child abduction emergency notification system.
- 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: Amber Smith Triple: [Demi Lovato, hasSibling, Amber Smith]
Generated description
Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amber Smith Target entity description: Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
-
A.
Amber Coffman
Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
-
B.
Amber Holt
Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
-
C.
Tasha Smith
Tasha Smith is an American actress and director best known for her bold, comedic, and dramatic roles in film and television, particularly in Tyler Perry–produced projects.
-
D.
Amanda Clayton
Amanda Clayton is an American actress best known for her role in the crime drama television series "City on a Hill."
-
E.
Amber Hagerman
Amber Hagerman was a nine-year-old girl whose 1996 abduction and murder in Texas led to the creation of the AMBER Alert child abduction emergency notification system.
- 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_69c0084450048190bc647b649a05136b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02a184870819084251554eae1e33c |
completed | March 22, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62ce885bc8190b2ba6b689913b387 |
completed | March 27, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69c62e0ebf308190a75f64a43b10f70f |
completed | March 27, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62e5b695c8190b7451fe39164d443 |
completed | March 27, 2026, 7:14 a.m. |
Created at: March 22, 2026, 3:50 p.m.