Triple
T9578923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clueless (TV series) |
E231118
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Amber Mariens
Amber Mariens is a fashion-obsessed, snobbish high school student who serves as a comic foil in the television adaptation of "Clueless."
|
E809322
|
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 Mariens | Statement: [Clueless (TV series), character, Amber Mariens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amber Mariens Context triple: [Clueless (TV series), character, Amber Mariens]
-
A.
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.
-
B.
Amber Seyer
Amber Seyer is an American model and former Miss Missouri Teen USA who is married to former Major League Baseball pitcher Barry Zito.
-
C.
Amber Smith
Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
-
D.
Amber Fitch
Amber Fitch is a fictional character from the television series "Crisis," portrayed as the privileged yet conflicted daughter of the U.S. President.
-
E.
Amber Portwood
Amber Portwood is an American reality television personality best known for sharing her life and struggles on MTV’s Teen Mom franchise.
- 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 Mariens Triple: [Clueless (TV series), character, Amber Mariens]
Generated description
Amber Mariens is a fashion-obsessed, snobbish high school student who serves as a comic foil in the television adaptation of "Clueless."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amber Mariens Target entity description: Amber Mariens is a fashion-obsessed, snobbish high school student who serves as a comic foil in the television adaptation of "Clueless."
-
A.
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.
-
B.
Amber Seyer
Amber Seyer is an American model and former Miss Missouri Teen USA who is married to former Major League Baseball pitcher Barry Zito.
-
C.
Amber Smith
Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
-
D.
Amber Fitch
Amber Fitch is a fictional character from the television series "Crisis," portrayed as the privileged yet conflicted daughter of the U.S. President.
-
E.
Amber Portwood
Amber Portwood is an American reality television personality best known for sharing her life and struggles on MTV’s Teen Mom franchise.
- 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_69ca848091c48190bc313d6620d09555 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99aece1081908287e03106de020f |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1615d093c8190940037e9e0842db5 |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d161e6a1308190932c8386e1c24f2e |
completed | April 4, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d165a8c80081909e4d0837cbaabf95 |
completed | April 4, 2026, 7:25 p.m. |
Created at: March 30, 2026, 8:05 p.m.