Triple
T4374839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeff Benedict |
E98979
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat
"Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat" is a nonfiction investigative book that chronicles a landmark 1993 E. coli food poisoning outbreak and its profound impact on U.S. food safety regulations and the fast-food industry.
|
E436358
|
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: Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat | Statement: [Jeff Benedict, notableWork, Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat Context triple: [Jeff Benedict, notableWork, Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat]
-
A.
Good Eats
Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
-
B.
Food: A Love Story
Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
-
C.
Food, Inc.
Food, Inc. is a 2008 documentary film that critically examines the industrialized food system in the United States and its impacts on health, the environment, and workers.
-
D.
The Hot Zone
The Hot Zone is a nonfiction thriller by Richard Preston that chronicles the origins and terrifying outbreaks of deadly filoviruses like Ebola and Marburg.
-
E.
Words I Might Have Ate
"Words I Might Have Ate" is a song by the American punk rock band Green Day from their early album "Kerplunk."
- 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: Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat Triple: [Jeff Benedict, notableWork, Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat]
Generated description
"Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat" is a nonfiction investigative book that chronicles a landmark 1993 E. coli food poisoning outbreak and its profound impact on U.S. food safety regulations and the fast-food industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat Target entity description: "Poisoned: The True Story of the Deadly E. Coli Outbreak That Changed the Way Americans Eat" is a nonfiction investigative book that chronicles a landmark 1993 E. coli food poisoning outbreak and its profound impact on U.S. food safety regulations and the fast-food industry.
-
A.
Good Eats
Good Eats is a popular television cooking show created and hosted by Alton Brown that blends culinary instruction with science, humor, and quirky storytelling.
-
B.
Food: A Love Story
Food: A Love Story is a humorous book by comedian Jim Gaffigan that explores his obsessions with food and American eating habits through observational comedy.
-
C.
Food, Inc.
Food, Inc. is a 2008 documentary film that critically examines the industrialized food system in the United States and its impacts on health, the environment, and workers.
-
D.
The Hot Zone
The Hot Zone is a nonfiction thriller by Richard Preston that chronicles the origins and terrifying outbreaks of deadly filoviruses like Ebola and Marburg.
-
E.
Words I Might Have Ate
"Words I Might Have Ate" is a song by the American punk rock band Green Day from their early album "Kerplunk."
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352222df48190bead639e99635faf |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e5162d5081909e7d8813907e25a6 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5eeadd68881909820a75aaff9d8d5 |
completed | March 14, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ef36f2bc8190a21e0f2fadbdd697 |
completed | March 14, 2026, 11:28 p.m. |
Created at: March 12, 2026, 11:18 p.m.