Triple
T9599484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ruby Falls |
E231812
|
entity |
| Predicate | discoveredBy |
P412
|
FINISHED |
| Object |
Leo Lambert
Leo Lambert was an American cave explorer best known for uncovering and developing the underground waterfall attraction Ruby Falls in Tennessee.
|
E808740
|
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: Leo Lambert | Statement: [Ruby Falls, discoveredBy, Leo Lambert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leo Lambert Context triple: [Ruby Falls, discoveredBy, Leo Lambert]
-
A.
Louis Lambert
Louis Lambert is a philosophical novel by Honoré de Balzac, included in his larger La Comédie humaine cycle, that explores the life and mystical speculations of a gifted but tormented thinker.
-
B.
Carl Segaud
Carl Segaud is a French local politician who serves as the mayor of the Parisian suburb Châtenay-Malabry.
-
C.
Stephen Hamel
Stephen Hamel is a film producer known for his work on science fiction and genre films, including the space-set romance thriller "Passengers."
-
D.
Louis Debney
Louis Debney is the father of American film composer John Debney.
-
E.
Robert Dalban
Robert Dalban was a French character actor known for his prolific work in mid-20th-century French cinema, often appearing in supporting and comedic roles.
- 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: Leo Lambert Triple: [Ruby Falls, discoveredBy, Leo Lambert]
Generated description
Leo Lambert was an American cave explorer best known for uncovering and developing the underground waterfall attraction Ruby Falls in Tennessee.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leo Lambert Target entity description: Leo Lambert was an American cave explorer best known for uncovering and developing the underground waterfall attraction Ruby Falls in Tennessee.
-
A.
Louis Lambert
Louis Lambert is a philosophical novel by Honoré de Balzac, included in his larger La Comédie humaine cycle, that explores the life and mystical speculations of a gifted but tormented thinker.
-
B.
Carl Segaud
Carl Segaud is a French local politician who serves as the mayor of the Parisian suburb Châtenay-Malabry.
-
C.
Stephen Hamel
Stephen Hamel is a film producer known for his work on science fiction and genre films, including the space-set romance thriller "Passengers."
-
D.
Louis Debney
Louis Debney is the father of American film composer John Debney.
-
E.
Robert Dalban
Robert Dalban was a French character actor known for his prolific work in mid-20th-century French cinema, often appearing in supporting and comedic roles.
- 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_69ca8484838c8190b2049199d22fef70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a3819608190b3c280f5e1845f85 |
completed | April 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d161a4a7ac81909060a929e5489512 |
completed | April 4, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69d16387182c8190bd2115dbffb31d5c |
completed | April 4, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d163e654388190ba9b617e6fac18ad |
completed | April 4, 2026, 7:17 p.m. |
Created at: March 30, 2026, 8:07 p.m.