Triple
T4061851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luray Caverns |
E86230
|
entity |
| Predicate | discoveredBy |
P412
|
FINISHED |
| Object |
Andrew Campbell
Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
|
E414915
|
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: Andrew Campbell | Statement: [Luray Caverns, discoveredBy, Andrew Campbell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Campbell Context triple: [Luray Caverns, discoveredBy, Andrew Campbell]
-
A.
Angus Campbell
Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
-
B.
David Campbell
David Campbell is an Australian composer, arranger, and conductor renowned for his extensive work on film scores and orchestral arrangements.
-
C.
Will Campbell
Will Campbell is a supporting character in Louisa May Alcott’s novel "Eight Cousins," known as one of the boys in the extended Campbell family circle surrounding the heroine, Rose.
-
D.
Robert Campbell
Robert Campbell was a prominent early 19th-century Scottish-born merchant and landowner in colonial New South Wales, often regarded as one of the founding figures of European settlement in the Canberra region.
-
E.
James Johnston
James Johnston was a militia officer who played a leadership role on the Patriot side during the American Revolutionary War, notably at the Battle of Kings Mountain.
- 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: Andrew Campbell Triple: [Luray Caverns, discoveredBy, Andrew Campbell]
Generated description
Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Campbell Target entity description: Andrew Campbell was an American explorer best known for leading the 1878 discovery of Luray Caverns in Virginia.
-
A.
Angus Campbell
Angus Campbell is a senior Australian Army officer who has served as Chief of the Defence Force.
-
B.
David Campbell
David Campbell is an Australian composer, arranger, and conductor renowned for his extensive work on film scores and orchestral arrangements.
-
C.
Will Campbell
Will Campbell is a supporting character in Louisa May Alcott’s novel "Eight Cousins," known as one of the boys in the extended Campbell family circle surrounding the heroine, Rose.
-
D.
Robert Campbell
Robert Campbell was a prominent early 19th-century Scottish-born merchant and landowner in colonial New South Wales, often regarded as one of the founding figures of European settlement in the Canberra region.
-
E.
James Johnston
James Johnston was a militia officer who played a leadership role on the Patriot side during the American Revolutionary War, notably at the Battle of Kings Mountain.
- 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_69aed93c69208190a4efac0efe3cd69b |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd4acb0819093bcffcd05ed8e6f |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576966bd081909b804a3ccc18c1ee |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577d391ac8190b6062b1f64e2e7e8 |
completed | March 14, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5787ed214819092fc425152069df9 |
completed | March 14, 2026, 3:02 p.m. |
Created at: March 9, 2026, 3:38 p.m.