Triple
T15534174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maddie Townsend |
E370299
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object |
small Southern town of Serenity
The small Southern town of Serenity is a close-knit, picturesque community in the Netflix series "Sweet Magnolias," known for its charm, gossip, and deep-rooted friendships.
|
E1162396
|
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: small Southern town of Serenity | Statement: [Maddie Townsend, setting, small Southern town of Serenity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: small Southern town of Serenity Context triple: [Maddie Townsend, setting, small Southern town of Serenity]
-
A.
Small Town
"Small Town" is a 1985 heartland rock song by John Mellencamp that reflects on small-town American life and personal roots.
-
B.
Town of Southeast
The Town of Southeast is a municipality in Putnam County, New York, known for its suburban-rural character and proximity to reservoirs and natural waterways that support the New York City water supply system.
-
C.
Quiet Village
"Quiet Village" is an influential 1950s exotica music piece by composer and bandleader Les Baxter, later popularized by Martin Denny.
-
D.
Fernwood small-town community
Fernwood is a fictional small-town community best known as the quirky Midwestern setting of the 1970s satirical television series "Mary Hartman, Mary Hartman."
-
E.
Tranquil Vale
Tranquil Vale is a street and local area in Blackheath, southeast London, known for its shops, cafes, and proximity to Blackheath railway station.
- 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: small Southern town of Serenity Triple: [Maddie Townsend, setting, small Southern town of Serenity]
Generated description
The small Southern town of Serenity is a close-knit, picturesque community in the Netflix series "Sweet Magnolias," known for its charm, gossip, and deep-rooted friendships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: small Southern town of Serenity Target entity description: The small Southern town of Serenity is a close-knit, picturesque community in the Netflix series "Sweet Magnolias," known for its charm, gossip, and deep-rooted friendships.
-
A.
Small Town
"Small Town" is a 1985 heartland rock song by John Mellencamp that reflects on small-town American life and personal roots.
-
B.
Town of Southeast
The Town of Southeast is a municipality in Putnam County, New York, known for its suburban-rural character and proximity to reservoirs and natural waterways that support the New York City water supply system.
-
C.
Quiet Village
"Quiet Village" is an influential 1950s exotica music piece by composer and bandleader Les Baxter, later popularized by Martin Denny.
-
D.
Fernwood small-town community
Fernwood is a fictional small-town community best known as the quirky Midwestern setting of the 1970s satirical television series "Mary Hartman, Mary Hartman."
-
E.
Tranquil Vale
Tranquil Vale is a street and local area in Blackheath, southeast London, known for its shops, cafes, and proximity to Blackheath railway station.
- 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e0442e327c8190b4b879c8a3cd38e3 |
completed | April 16, 2026, 2:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d605b908190a18c63142c8bb854 |
completed | May 9, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69ff3f59213c8190a9c98350225b5151 |
completed | May 9, 2026, 2:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff3ff96a6c8190a4c9f20dabc86cef |
completed | May 9, 2026, 2:08 p.m. |
Created at: April 10, 2026, 4:06 a.m.