Triple
T22797983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Emily Fields
Emily Fields is a central character in the teen drama series "Pretty Little Liars," known for her athleticism as a swimmer and her storyline exploring her identity and relationships.
|
E1557155
|
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: Emily Fields | Statement: [Pretty Little Liars, mainCharacter, Emily Fields]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emily Fields Context triple: [Pretty Little Liars, mainCharacter, Emily Fields]
-
A.
Virginia Fields
Virginia Fields is known as the wife of legendary American football coach and broadcaster John Madden.
-
B.
Deborah Fields
Deborah Fields is a learning sciences researcher known for her work on youth, digital media, and game-based learning, often in collaboration with Yasmin Kafai.
-
C.
Mary Fielder
Mary Fielder is an individual user associated with or making use of something created or provided by someone named Fielder.
-
D.
Mary Bromfield
Mary Bromfield is a DC Comics superheroine best known as Mary Marvel, the magically empowered sister and ally of Billy Batson/Shazam.
-
E.
Elizabeth Brodhead
Elizabeth Brodhead was the wife of U.S. Senator Porter J. McCumber, a prominent North Dakota politician in the late 19th and early 20th centuries.
- 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: Emily Fields Triple: [Pretty Little Liars, mainCharacter, Emily Fields]
Generated description
Emily Fields is a central character in the teen drama series "Pretty Little Liars," known for her athleticism as a swimmer and her storyline exploring her identity and relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emily Fields Target entity description: Emily Fields is a central character in the teen drama series "Pretty Little Liars," known for her athleticism as a swimmer and her storyline exploring her identity and relationships.
-
A.
Virginia Fields
Virginia Fields is known as the wife of legendary American football coach and broadcaster John Madden.
-
B.
Deborah Fields
Deborah Fields is a learning sciences researcher known for her work on youth, digital media, and game-based learning, often in collaboration with Yasmin Kafai.
-
C.
Mary Fielder
Mary Fielder is an individual user associated with or making use of something created or provided by someone named Fielder.
-
D.
Mary Bromfield
Mary Bromfield is a DC Comics superheroine best known as Mary Marvel, the magically empowered sister and ally of Billy Batson/Shazam.
-
E.
Elizabeth Brodhead
Elizabeth Brodhead was the wife of U.S. Senator Porter J. McCumber, a prominent North Dakota politician in the late 19th and early 20th centuries.
- 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_6a0ba7a2394481909a7829a69df92863 |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba8560e8c819098ffd01e1834a137 |
completed | May 19, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba9c4bf048190abd9887498fa3621 |
completed | May 19, 2026, 12:07 a.m. |
Created at: April 17, 2026, 3:30 p.m.