Triple
T2952880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huber |
E79860
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Franz Huber
Franz Huber is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Huber.
|
E315089
|
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: Franz Huber | Statement: [Huber, hasNotableBearer, Franz Huber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franz Huber Context triple: [Huber, hasNotableBearer, Franz Huber]
-
A.
Friedrich Krafft
Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
-
B.
Frantz Reichel
Frantz Reichel was a prominent French sports administrator, journalist, and former athlete who played a key role in organizing and promoting modern sports in France and internationally.
-
C.
Karl Krafft
Karl Krafft was a German engineer and astrologer known for his association with Nazi occultism and alleged astrological work for the Third Reich.
-
D.
Hugon Hanke
Hugon Hanke was a Polish politician who briefly served as the last prime minister of the Polish government-in-exile before defecting to communist Poland in 1955.
-
E.
Adolphe Pictet
Adolphe Pictet was a 19th-century Swiss linguist and philologist known for his pioneering work on Indo-European languages and comparative grammar.
- 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: Franz Huber Triple: [Huber, hasNotableBearer, Franz Huber]
Generated description
Franz Huber is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Huber.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franz Huber Target entity description: Franz Huber is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Huber.
-
A.
Friedrich Krafft
Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
-
B.
Frantz Reichel
Frantz Reichel was a prominent French sports administrator, journalist, and former athlete who played a key role in organizing and promoting modern sports in France and internationally.
-
C.
Karl Krafft
Karl Krafft was a German engineer and astrologer known for his association with Nazi occultism and alleged astrological work for the Third Reich.
-
D.
Hugon Hanke
Hugon Hanke was a Polish politician who briefly served as the last prime minister of the Polish government-in-exile before defecting to communist Poland in 1955.
-
E.
Adolphe Pictet
Adolphe Pictet was a 19th-century Swiss linguist and philologist known for his pioneering work on Indo-European languages and comparative grammar.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98fe4b688190a0f68c4f80cd6f8f |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc82d1248190869beffffc0bf956 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd25e07c819088b2b1bcef4cf54e |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b100ecbee081908832ddec0efdc751 |
completed | March 11, 2026, 5:43 a.m. |
Created at: March 8, 2026, 2:57 p.m.