Triple
T22797979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object |
Rosewood, Pennsylvania
Rosewood, Pennsylvania is the fictional small-town backdrop of the teen mystery-drama series "Pretty Little Liars," known for its seemingly idyllic facade hiding dark secrets and scandals.
|
E1554716
|
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: Rosewood, Pennsylvania | Statement: [Pretty Little Liars, setting, Rosewood, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rosewood, Pennsylvania Context triple: [Pretty Little Liars, setting, Rosewood, Pennsylvania]
-
A.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
B.
Rose Valley, Pennsylvania
Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
-
C.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
-
D.
Avalon, Pennsylvania
Avalon, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known as a residential community along the Ohio River.
-
E.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
- 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: Rosewood, Pennsylvania Triple: [Pretty Little Liars, setting, Rosewood, Pennsylvania]
Generated description
Rosewood, Pennsylvania is the fictional small-town backdrop of the teen mystery-drama series "Pretty Little Liars," known for its seemingly idyllic facade hiding dark secrets and scandals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rosewood, Pennsylvania Target entity description: Rosewood, Pennsylvania is the fictional small-town backdrop of the teen mystery-drama series "Pretty Little Liars," known for its seemingly idyllic facade hiding dark secrets and scandals.
-
A.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
B.
Rose Valley, Pennsylvania
Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
-
C.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
-
D.
Avalon, Pennsylvania
Avalon, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known as a residential community along the Ohio River.
-
E.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
- 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.