Triple
T4235989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grotte de Bétharram |
E94692
|
entity |
| Predicate | discoveredBy |
P412
|
FINISHED |
| Object |
Léon Ross
Léon Ross was the explorer credited with revealing the extensive limestone cave system now known as the Grotte de Bétharram in southwestern France.
|
E423705
|
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: Léon Ross | Statement: [Grotte de Bétharram, discoveredBy, Léon Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Léon Ross Context triple: [Grotte de Bétharram, discoveredBy, Léon Ross]
-
A.
Léon Zitrone
Léon Zitrone was a prominent French television journalist and news anchor, renowned for his long career presenting news and major public events on French national TV.
-
B.
Pierre Vago
Pierre Vago was a prominent 20th-century French architect and urban planner known for his modernist designs and influential role in international architectural organizations.
-
C.
Louis Gara
Louis Gara is a small-time, somewhat hapless ex-convict portrayed by Robert De Niro in Quentin Tarantino’s crime film "Jackie Brown."
-
D.
Allen Daviau
Allen Daviau was an acclaimed American cinematographer best known for his visually rich collaborations with director Steven Spielberg on films such as E.T. the Extra-Terrestrial.
-
E.
Ernest Haller
Ernest Haller was an American cinematographer best known for his Academy Award-winning work on the classic film "Gone with the Wind."
- 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: Léon Ross Triple: [Grotte de Bétharram, discoveredBy, Léon Ross]
Generated description
Léon Ross was the explorer credited with revealing the extensive limestone cave system now known as the Grotte de Bétharram in southwestern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Léon Ross Target entity description: Léon Ross was the explorer credited with revealing the extensive limestone cave system now known as the Grotte de Bétharram in southwestern France.
-
A.
Léon Zitrone
Léon Zitrone was a prominent French television journalist and news anchor, renowned for his long career presenting news and major public events on French national TV.
-
B.
Pierre Vago
Pierre Vago was a prominent 20th-century French architect and urban planner known for his modernist designs and influential role in international architectural organizations.
-
C.
Louis Gara
Louis Gara is a small-time, somewhat hapless ex-convict portrayed by Robert De Niro in Quentin Tarantino’s crime film "Jackie Brown."
-
D.
Allen Daviau
Allen Daviau was an acclaimed American cinematographer best known for his visually rich collaborations with director Steven Spielberg on films such as E.T. the Extra-Terrestrial.
-
E.
Ernest Haller
Ernest Haller was an American cinematographer best known for his Academy Award-winning work on the classic film "Gone with the Wind."
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e7422a88190955f5f4347fa80d2 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a866c2448190aaed83d8da3669b8 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8f374fc8190830286dfadc9bdbb |
completed | March 14, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a99a4a9c8190a7e9bbc119d8d775 |
completed | March 14, 2026, 6:31 p.m. |
Created at: March 12, 2026, 11:05 p.m.