Triple
T22797981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pretty Little Liars |
E564301
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Spencer Hastings
Spencer Hastings is a driven, intelligent, and perfectionist teen from the TV series "Pretty Little Liars," known for her sharp wit, academic ambition, and central role in unraveling the show's mysteries.
|
E1554718
|
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: Spencer Hastings | Statement: [Pretty Little Liars, mainCharacter, Spencer Hastings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spencer Hastings Context triple: [Pretty Little Liars, mainCharacter, Spencer Hastings]
-
A.
Eric Gilmore
Eric Gilmore is a musician best known as a member of the alt-country band Whiskeytown.
-
B.
Spencer Cassadine
Spencer Cassadine is a fictional character from the soap opera "General Hospital," known as a wealthy, scheming heir of the powerful Cassadine family.
-
C.
Quincy McCall
Quincy McCall is a talented, ambitious basketball player whose evolving relationship with fellow athlete Monica Wright drives the romantic and competitive narrative of the film "Love & Basketball."
-
D.
William Hathaway
William Hathaway was a Democratic U.S. Senator and Representative from Maine who served in Congress during the 1960s and 1970s.
-
E.
Niles Spencer
Niles Spencer was an American painter associated with the Precisionist movement, known for his simplified, geometric depictions of industrial and urban landscapes.
- 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: Spencer Hastings Triple: [Pretty Little Liars, mainCharacter, Spencer Hastings]
Generated description
Spencer Hastings is a driven, intelligent, and perfectionist teen from the TV series "Pretty Little Liars," known for her sharp wit, academic ambition, and central role in unraveling the show's mysteries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spencer Hastings Target entity description: Spencer Hastings is a driven, intelligent, and perfectionist teen from the TV series "Pretty Little Liars," known for her sharp wit, academic ambition, and central role in unraveling the show's mysteries.
-
A.
Eric Gilmore
Eric Gilmore is a musician best known as a member of the alt-country band Whiskeytown.
-
B.
Spencer Cassadine
Spencer Cassadine is a fictional character from the soap opera "General Hospital," known as a wealthy, scheming heir of the powerful Cassadine family.
-
C.
Quincy McCall
Quincy McCall is a talented, ambitious basketball player whose evolving relationship with fellow athlete Monica Wright drives the romantic and competitive narrative of the film "Love & Basketball."
-
D.
William Hathaway
William Hathaway was a Democratic U.S. Senator and Representative from Maine who served in Congress during the 1960s and 1970s.
-
E.
Niles Spencer
Niles Spencer was an American painter associated with the Precisionist movement, known for his simplified, geometric depictions of industrial and urban landscapes.
- 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.