Triple
T3244183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Financial Group |
E68032
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Lindner family
The Lindner family is a prominent American business dynasty known for its leadership in insurance, investments, and philanthropy, particularly in the Cincinnati area.
|
E338990
|
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: Lindner family | Statement: [American Financial Group, foundedBy, Lindner family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lindner family Context triple: [American Financial Group, foundedBy, Lindner family]
-
A.
Biedenharn family
The Biedenharn family is an American family best known for its role in the early bottling and distribution of Coca-Cola and for its philanthropic contributions, including the establishment of the Biedenharn Museum and Gardens.
-
B.
Neustadt family
The Neustadt family is a philanthropic family known for endowing and supporting the prestigious Neustadt International Prize for Literature.
-
C.
Koch family
The Koch family is a prominent American industrial and political dynasty best known for its vast business empire, Koch Industries, and its significant influence on conservative and libertarian politics in the United States.
-
D.
Heckscher family
The Heckscher family is a prominent philanthropic family known for its significant contributions to public parks, cultural institutions, and civic projects, particularly in New York.
-
E.
Heurich family
The Heurich family is a prominent Washington, D.C. brewing dynasty best known for its association with Christian Heurich and his historic mansion, often called Brewmaster’s Castle.
- 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: Lindner family Triple: [American Financial Group, foundedBy, Lindner family]
Generated description
The Lindner family is a prominent American business dynasty known for its leadership in insurance, investments, and philanthropy, particularly in the Cincinnati area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lindner family Target entity description: The Lindner family is a prominent American business dynasty known for its leadership in insurance, investments, and philanthropy, particularly in the Cincinnati area.
-
A.
Biedenharn family
The Biedenharn family is an American family best known for its role in the early bottling and distribution of Coca-Cola and for its philanthropic contributions, including the establishment of the Biedenharn Museum and Gardens.
-
B.
Neustadt family
The Neustadt family is a philanthropic family known for endowing and supporting the prestigious Neustadt International Prize for Literature.
-
C.
Koch family
The Koch family is a prominent American industrial and political dynasty best known for its vast business empire, Koch Industries, and its significant influence on conservative and libertarian politics in the United States.
-
D.
Heckscher family
The Heckscher family is a prominent philanthropic family known for its significant contributions to public parks, cultural institutions, and civic projects, particularly in New York.
-
E.
Heurich family
The Heurich family is a prominent Washington, D.C. brewing dynasty best known for its association with Christian Heurich and his historic mansion, often called Brewmaster’s Castle.
- 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_69ad858e4c708190aa31d486cfee8a6a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf1856708190b072efbb27920ade |
completed | March 8, 2026, 5:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2775be7c88190ba60b191f1c51e19 |
completed | March 12, 2026, 8:20 a.m. |
| NEDg | Description generation | batch_69b278471ee48190918dd503d1bffd7d |
completed | March 12, 2026, 8:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b278a64ae48190a00dbeff59ad9d6b |
completed | March 12, 2026, 8:26 a.m. |
Created at: March 8, 2026, 3:08 p.m.