Triple
T3540857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Bronkhorstspruit |
E74880
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Frans Joubert
Frans Joubert was a Boer military leader best known for commanding Transvaal forces in the early stages of the First Boer War, including the Battle of Bronkhorstspruit.
|
E367361
|
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: Frans Joubert | Statement: [Battle of Bronkhorstspruit, commander, Frans Joubert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frans Joubert Context triple: [Battle of Bronkhorstspruit, commander, Frans Joubert]
-
A.
J. G. Strydom
J. G. Strydom was a South African National Party politician who served as Prime Minister of South Africa from 1954 to 1958 and was a key architect of early apartheid policies.
-
B.
Piet Louw
Piet Louw is a relatively obscure individual known primarily as a namesake bearer of the surname Louw, with little widely documented public information.
-
C.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
D.
Cecil Skotnes
Cecil Skotnes was a prominent South African artist known for his innovative woodcut prints and contributions to modern African art.
-
E.
Hendrik van der Bijl
Hendrik van der Bijl was a prominent South African electrical engineer and industrialist who played a key role in developing the country’s power and steel industries.
- 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: Frans Joubert Triple: [Battle of Bronkhorstspruit, commander, Frans Joubert]
Generated description
Frans Joubert was a Boer military leader best known for commanding Transvaal forces in the early stages of the First Boer War, including the Battle of Bronkhorstspruit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frans Joubert Target entity description: Frans Joubert was a Boer military leader best known for commanding Transvaal forces in the early stages of the First Boer War, including the Battle of Bronkhorstspruit.
-
A.
J. G. Strydom
J. G. Strydom was a South African National Party politician who served as Prime Minister of South Africa from 1954 to 1958 and was a key architect of early apartheid policies.
-
B.
Piet Louw
Piet Louw is a relatively obscure individual known primarily as a namesake bearer of the surname Louw, with little widely documented public information.
-
C.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
D.
Cecil Skotnes
Cecil Skotnes was a prominent South African artist known for his innovative woodcut prints and contributions to modern African art.
-
E.
Hendrik van der Bijl
Hendrik van der Bijl was a prominent South African electrical engineer and industrialist who played a key role in developing the country’s power and steel industries.
- 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_69ad85d274cc8190ab59c97298a1cfbf |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbf729000819086e4fdba9e73e198 |
completed | March 8, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bda9b848190a06b4b7113f97fc1 |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b38c6dbfcc8190897d0c12e8ce4416 |
completed | March 13, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38cf9d8188190adb91671d062a6f9 |
completed | March 13, 2026, 4:05 a.m. |
Created at: March 8, 2026, 3:20 p.m.