Triple
T16373960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | British Classification Research School |
E397635
|
entity |
| Predicate | hasKeyFigure |
P810
|
FINISHED |
| Object |
Ingetraut Dahlberg
Ingetraut Dahlberg was a pioneering German information scientist and philosopher best known for her foundational work in knowledge organization and classification theory.
|
E1214198
|
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: Ingetraut Dahlberg | Statement: [British Classification Research School, hasKeyFigure, Ingetraut Dahlberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ingetraut Dahlberg Context triple: [British Classification Research School, hasKeyFigure, Ingetraut Dahlberg]
-
A.
Hjördis Genberg
Hjördis Genberg was a Swedish fashion model and actress best known for her long and high-profile marriage to British actor David Niven.
-
B.
Birgitta Ljungberg
Birgitta Ljungberg is known as the wife of film director George P. Cosmatos.
-
C.
Signe Hammarsten-Jansson
Signe Hammarsten-Jansson was a Swedish-Finnish illustrator and graphic artist best known as the mother of Moomin creator Tove Jansson and for her influential work in Finnish stamp and book illustration.
-
D.
Agneta Ekmanner
Agneta Ekmanner is a Swedish actress known for her work in film and television, and for having been married to renowned tenor Nicolai Gedda.
-
E.
Marie Nygren
Marie Nygren is an American entrepreneur and community developer best known as a co-founder of Serenbe, a pioneering sustainable, wellness-focused community in Georgia.
- 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: Ingetraut Dahlberg Triple: [British Classification Research School, hasKeyFigure, Ingetraut Dahlberg]
Generated description
Ingetraut Dahlberg was a pioneering German information scientist and philosopher best known for her foundational work in knowledge organization and classification theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ingetraut Dahlberg Target entity description: Ingetraut Dahlberg was a pioneering German information scientist and philosopher best known for her foundational work in knowledge organization and classification theory.
-
A.
Hjördis Genberg
Hjördis Genberg was a Swedish fashion model and actress best known for her long and high-profile marriage to British actor David Niven.
-
B.
Birgitta Ljungberg
Birgitta Ljungberg is known as the wife of film director George P. Cosmatos.
-
C.
Signe Hammarsten-Jansson
Signe Hammarsten-Jansson was a Swedish-Finnish illustrator and graphic artist best known as the mother of Moomin creator Tove Jansson and for her influential work in Finnish stamp and book illustration.
-
D.
Agneta Ekmanner
Agneta Ekmanner is a Swedish actress known for her work in film and television, and for having been married to renowned tenor Nicolai Gedda.
-
E.
Marie Nygren
Marie Nygren is an American entrepreneur and community developer best known as a co-founder of Serenbe, a pioneering sustainable, wellness-focused community in Georgia.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319d559788190bd96c45ff0900fe6 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00457751208190b1e3dd6be3c0f363 |
completed | May 10, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_6a0046b4f6c88190b9cf4cb669b1b08a |
completed | May 10, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a004a9d01a48190ad59b260980323cd |
completed | May 10, 2026, 9:06 a.m. |
Created at: April 10, 2026, 5:08 a.m.