Triple
T2521427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Teen Mom |
E55530
|
entity |
| Predicate | featuresCastMember |
P7010
|
FINISHED |
| Object |
Amber Portwood
Amber Portwood is an American reality television personality best known for sharing her life and struggles on MTV’s Teen Mom franchise.
|
E275666
|
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 Portwood | Statement: [Teen Mom, featuresCastMember, Amber Portwood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amber Portwood Context triple: [Teen Mom, featuresCastMember, Amber Portwood]
-
A.
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.
-
B.
Amber Maggart
Amber Maggart is the sister of acclaimed American singer-songwriter Fiona Apple and a member of the Maggart family of artists and performers.
-
C.
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.
-
D.
Lacey Pemberton
Lacey Pemberton is a popular high school girl and one of the central characters in John Green’s novel and film adaptation "Paper Towns."
-
E.
Brenna Harding
Brenna Harding is an Australian actress best known for her roles in the TV series "Puberty Blues" and the "Arkangel" episode of "Black Mirror."
- 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 Portwood Triple: [Teen Mom, featuresCastMember, Amber Portwood]
Generated description
Amber Portwood is an American reality television personality best known for sharing her life and struggles on MTV’s Teen Mom franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amber Portwood Target entity description: Amber Portwood is an American reality television personality best known for sharing her life and struggles on MTV’s Teen Mom franchise.
-
A.
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.
-
B.
Amber Maggart
Amber Maggart is the sister of acclaimed American singer-songwriter Fiona Apple and a member of the Maggart family of artists and performers.
-
C.
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.
-
D.
Lacey Pemberton
Lacey Pemberton is a popular high school girl and one of the central characters in John Green’s novel and film adaptation "Paper Towns."
-
E.
Brenna Harding
Brenna Harding is an Australian actress best known for her roles in the TV series "Puberty Blues" and the "Arkangel" episode of "Black Mirror."
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd83043708190929e033f6a6166a4 |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2ba64390819083ea639eb4c1a1bd |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af516e6e888190bb5eca3f6b134dcd |
completed | March 9, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5223fa948190a7db252c9fc367a5 |
completed | March 9, 2026, 11:05 p.m. |
Created at: March 6, 2026, 9:46 p.m.