Triple
T22797988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | portraysCharacter |
P1668
|
FINISHED |
| Object |
Ashley Benson as Hanna Marin
Ashley Benson as Hanna Marin refers to the actress’s popular role as the stylish, sharp-tongued “it girl” and member of the central friend group in the teen mystery-drama series Pretty Little Liars.
|
E1554723
|
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: Ashley Benson as Hanna Marin | Statement: [Pretty Little Liars, portraysCharacter, Ashley Benson as Hanna Marin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Benson as Hanna Marin Context triple: [Pretty Little Liars, portraysCharacter, Ashley Benson as Hanna Marin]
-
A.
Abby Donovan
Abby Donovan is a central character in the television drama "Ray Donovan," known as Ray's strong-willed and morally grounded wife who struggles to hold their troubled family together.
-
B.
Mikaela Banes
Mikaela Banes is a skilled, street-smart mechanic and the primary human female protagonist in the early live-action Transformers films, portrayed by Megan Fox.
-
C.
Hana Hayes
Hana Hayes is an American actress known for her roles in television series and films, including the legal comedy series "The Grinder."
-
D.
Hannah Carnes
Hannah Carnes is known as the wife of American real estate broker and film producer Raphael De Niro, son of actor Robert De Niro.
-
E.
Hannah Sullivan
Hannah Sullivan is a contemporary British poet and academic whose debut collection "Three Poems" won widespread acclaim for its innovative, formally adventurous exploration of modern life.
- 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: Ashley Benson as Hanna Marin Triple: [Pretty Little Liars, portraysCharacter, Ashley Benson as Hanna Marin]
Generated description
Ashley Benson as Hanna Marin refers to the actress’s popular role as the stylish, sharp-tongued “it girl” and member of the central friend group in the teen mystery-drama series Pretty Little Liars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Benson as Hanna Marin Target entity description: Ashley Benson as Hanna Marin refers to the actress’s popular role as the stylish, sharp-tongued “it girl” and member of the central friend group in the teen mystery-drama series Pretty Little Liars.
-
A.
Abby Donovan
Abby Donovan is a central character in the television drama "Ray Donovan," known as Ray's strong-willed and morally grounded wife who struggles to hold their troubled family together.
-
B.
Mikaela Banes
Mikaela Banes is a skilled, street-smart mechanic and the primary human female protagonist in the early live-action Transformers films, portrayed by Megan Fox.
-
C.
Hana Hayes
Hana Hayes is an American actress known for her roles in television series and films, including the legal comedy series "The Grinder."
-
D.
Hannah Carnes
Hannah Carnes is known as the wife of American real estate broker and film producer Raphael De Niro, son of actor Robert De Niro.
-
E.
Hannah Sullivan
Hannah Sullivan is a contemporary British poet and academic whose debut collection "Three Poems" won widespread acclaim for its innovative, formally adventurous exploration of modern life.
- 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_69e2458185f88190b0045227ee420411 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17cda76448190891c5190e1d75ae0 |
completed | April 29, 2026, 3:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e977a888190a629b61b37853016 |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0b9f8d55408190954f97b4504b5451 |
completed | May 18, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba00135f88190a10c12118e48f7cc |
completed | May 18, 2026, 11:25 p.m. |
Created at: April 17, 2026, 3:30 p.m.