Triple
T4106087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Now and Then |
E88453
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Marlene King
Marlene King is an American television writer and producer best known as the creator and showrunner of the teen mystery-drama series "Pretty Little Liars."
|
E433609
|
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: Marlene King | Statement: [Now and Then, writer, Marlene King]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlene King Context triple: [Now and Then, writer, Marlene King]
-
A.
Diana King
Diana King is a Jamaican singer-songwriter best known for her fusion of reggae, pop, and R&B, including hits like "Shy Guy" and acclaimed cover versions of classic songs.
-
B.
Marli Bennett
Marli Bennett is the daughter of American rapper and musician Chance the Rapper (Chancelor Bennett).
-
C.
Joyce King
Joyce King is a personal name shared by multiple individuals, including professionals in fields such as academia, law, and the arts.
-
D.
Carmen Lowell
Carmen Lowell is a central character in "The Sisterhood of the Traveling Pants," known as a thoughtful, emotionally expressive teen navigating family, friendship, and identity.
-
E.
Marlene Lawston
Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
- 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: Marlene King Triple: [Now and Then, writer, Marlene King]
Generated description
Marlene King is an American television writer and producer best known as the creator and showrunner of the teen mystery-drama series "Pretty Little Liars."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlene King Target entity description: Marlene King is an American television writer and producer best known as the creator and showrunner of the teen mystery-drama series "Pretty Little Liars."
-
A.
Diana King
Diana King is a Jamaican singer-songwriter best known for her fusion of reggae, pop, and R&B, including hits like "Shy Guy" and acclaimed cover versions of classic songs.
-
B.
Marli Bennett
Marli Bennett is the daughter of American rapper and musician Chance the Rapper (Chancelor Bennett).
-
C.
Joyce King
Joyce King is a personal name shared by multiple individuals, including professionals in fields such as academia, law, and the arts.
-
D.
Carmen Lowell
Carmen Lowell is a central character in "The Sisterhood of the Traveling Pants," known as a thoughtful, emotionally expressive teen navigating family, friendship, and identity.
-
E.
Marlene Lawston
Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
- 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_69aed9484fb881909146f4c772ad277c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af019c7a3c8190a503ce80e87dc3b3 |
completed | March 9, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db72503c81909e9cf69f23d093fc |
completed | March 14, 2026, 10:04 p.m. |
| NEDg | Description generation | batch_69b5dc0ec2f08190b62711a9abb98099 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dca33e0c81909e5047d8bc700530 |
completed | March 14, 2026, 10:09 p.m. |
Created at: March 9, 2026, 3:40 p.m.