Triple
T2098860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurel Highlands |
E37045
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ligonier
Ligonier is a small historic borough in Pennsylvania known for its picturesque town square, frontier-era fort, and role as a gateway to the Laurel Highlands region.
|
E238570
|
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: Ligonier | Statement: [Laurel Highlands, contains, Ligonier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ligonier Context triple: [Laurel Highlands, contains, Ligonier]
-
A.
Muhlenberg
Muhlenberg is a German-origin surname notably associated with the influential American Muhlenberg family, including early political and religious leaders in the United States.
-
B.
Shenandoah
"Shenandoah" is a 1965 American Civil War drama film starring James Stewart as a Virginia farmer striving to keep his family neutral amid the conflict.
-
C.
Shenandoah
"Shenandoah" is a traditional American folk song, often associated with 19th-century riverboat culture and westward expansion, that has been widely recorded and adapted over time.
-
D.
Hardin Valley
Hardin Valley is a suburban community in western Knox County, Tennessee, known for its residential growth, schools, and proximity to Knoxville.
-
E.
Millstone River
The Millstone River is a tributary of the Raritan River in central New Jersey, known for flowing through communities such as Princeton and serving as an important local waterway and historical corridor.
- 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: Ligonier Triple: [Laurel Highlands, contains, Ligonier]
Generated description
Ligonier is a small historic borough in Pennsylvania known for its picturesque town square, frontier-era fort, and role as a gateway to the Laurel Highlands region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ligonier Target entity description: Ligonier is a small historic borough in Pennsylvania known for its picturesque town square, frontier-era fort, and role as a gateway to the Laurel Highlands region.
-
A.
Muhlenberg
Muhlenberg is a German-origin surname notably associated with the influential American Muhlenberg family, including early political and religious leaders in the United States.
-
B.
Shenandoah
"Shenandoah" is a 1965 American Civil War drama film starring James Stewart as a Virginia farmer striving to keep his family neutral amid the conflict.
-
C.
Shenandoah
"Shenandoah" is a traditional American folk song, often associated with 19th-century riverboat culture and westward expansion, that has been widely recorded and adapted over time.
-
D.
Hardin Valley
Hardin Valley is a suburban community in western Knox County, Tennessee, known for its residential growth, schools, and proximity to Knoxville.
-
E.
Millstone River
The Millstone River is a tributary of the Raritan River in central New Jersey, known for flowing through communities such as Princeton and serving as an important local waterway and historical corridor.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba9de75c81909770409b5ae62c24 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58c7cb408190bceee60492292f63 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae59892b848190a9cc8b086647ff14 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae59ff1234819083bbfdce270cb584 |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:43 p.m.