Triple
T16022242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Weir |
E388629
|
entity |
| Predicate | loveInterest |
P7325
|
FINISHED |
| Object |
Cindy Sanders
Cindy Sanders is a popular, kind-hearted cheerleader and classmate in the TV series "Freaks and Geeks," known as the crush of main character Sam Weir.
|
E1193700
|
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: Cindy Sanders | Statement: [Sam Weir, loveInterest, Cindy Sanders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cindy Sanders Context triple: [Sam Weir, loveInterest, Cindy Sanders]
-
A.
Cindy Holland
Cindy Holland is a television executive best known for her influential role in developing and overseeing original content at Netflix.
-
B.
Cindy Campbell
Cindy Campbell is the bumbling yet determined heroine of the Scary Movie parody film series, known for spoofing classic horror-movie “final girl” tropes.
-
C.
Cindy Henderson
Cindy Henderson is an actress best known for voicing Wednesday Addams in the 1970s animated adaptation of The Addams Family.
-
D.
Cindi Knight
Cindi Knight is an American actress best known as the third wife of television icon Andy Griffith.
-
E.
Cindy Marcus
Cindy Marcus is a screenwriter best known for co-writing Disney's animated sequel "The Lion King II: Simba’s Pride."
- 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: Cindy Sanders Triple: [Sam Weir, loveInterest, Cindy Sanders]
Generated description
Cindy Sanders is a popular, kind-hearted cheerleader and classmate in the TV series "Freaks and Geeks," known as the crush of main character Sam Weir.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cindy Sanders Target entity description: Cindy Sanders is a popular, kind-hearted cheerleader and classmate in the TV series "Freaks and Geeks," known as the crush of main character Sam Weir.
-
A.
Cindy Holland
Cindy Holland is a television executive best known for her influential role in developing and overseeing original content at Netflix.
-
B.
Cindy Campbell
Cindy Campbell is the bumbling yet determined heroine of the Scary Movie parody film series, known for spoofing classic horror-movie “final girl” tropes.
-
C.
Cindy Henderson
Cindy Henderson is an actress best known for voicing Wednesday Addams in the 1970s animated adaptation of The Addams Family.
-
D.
Cindi Knight
Cindi Knight is an American actress best known as the third wife of television icon Andy Griffith.
-
E.
Cindy Marcus
Cindy Marcus is a screenwriter best known for co-writing Disney's animated sequel "The Lion King II: Simba’s Pride."
- 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18323fc0881908bab7126d9ccf67d |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb867ae88190945af88247d4c80b |
completed | May 10, 2026, 2:20 a.m. |
| NEDg | Description generation | batch_69ffec180994819099ceb59d7ce2d18b |
completed | May 10, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffec9fc93881909b80bbfe324ebc2c |
completed | May 10, 2026, 2:25 a.m. |
Created at: April 10, 2026, 4:55 a.m.