Triple
T12016362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gino's Hamburgers |
E286035
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Louis Fischer
Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
|
E1016941
|
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: Louis Fischer | Statement: [Gino's Hamburgers, foundedBy, Louis Fischer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Fischer Context triple: [Gino's Hamburgers, foundedBy, Louis Fischer]
-
A.
Charles Schoenbaum
Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
-
B.
Walter Blum
Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
-
C.
Walter Reder
Walter Reder was an Austrian SS officer and war criminal notorious for leading brutal anti-partisan operations in Italy during World War II.
-
D.
Charles Waldstein
Charles Waldstein was an American-born archaeologist and classical scholar best known for his excavations in Greece and his contributions to the study of ancient Greek art and sanctuaries.
-
E.
Louis Wolheim
Louis Wolheim was an American character actor of the silent and early sound era, best known for his rugged features and memorable roles in films such as "All Quiet on the Western Front."
- 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: Louis Fischer Triple: [Gino's Hamburgers, foundedBy, Louis Fischer]
Generated description
Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Fischer Target entity description: Louis Fischer was an American entrepreneur best known as the founder of the Gino's Hamburgers fast-food restaurant chain.
-
A.
Charles Schoenbaum
Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
-
B.
Walter Blum
Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
-
C.
Walter Reder
Walter Reder was an Austrian SS officer and war criminal notorious for leading brutal anti-partisan operations in Italy during World War II.
-
D.
Charles Waldstein
Charles Waldstein was an American-born archaeologist and classical scholar best known for his excavations in Greece and his contributions to the study of ancient Greek art and sanctuaries.
-
E.
Louis Wolheim
Louis Wolheim was an American character actor of the silent and early sound era, best known for his rugged features and memorable roles in films such as "All Quiet on the Western Front."
- 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_69d6ab45a368819084fce08bf0dc3705 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903d9b17881908894be80d7c1b64e |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbac5b0881908cc98458f1b3004d |
completed | May 3, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69f6cd0d21e08190855dcbee000fc25d |
completed | May 3, 2026, 4:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ce6b220c8190b1f49a9b2bfce692 |
completed | May 3, 2026, 4:26 a.m. |
Created at: April 8, 2026, 9:47 p.m.