Triple

T27331120
Position Surface form Disambiguated ID Type / Status
Subject Mike Tidwell E689800 entity
Predicate notableWork P4 FINISHED
Object The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities
The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities is a nonfiction book that warns about the escalating threats of climate change and hurricanes to U.S. coastal communities and infrastructure.
E1767435 NE FINISHED

How this triple was built (2 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: The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities | Statement: [Mike Tidwell, notableWork, The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities]
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: The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities
Triple: [Mike Tidwell, notableWork, The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities]
Generated description
The Ravaging Tide: Strange Weather, Future Katrinas, and the Coming Death of America’s Coastal Cities is a nonfiction book that warns about the escalating threats of climate change and hurricanes to U.S. coastal communities and infrastructure.

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_69ef355d4cb08190ab032c0a2e7d3753 completed April 27, 2026, 10:07 a.m.
NER Named-entity recognition batch_69f62acb65fc8190848dbe87124811ae completed May 2, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a129cbff49c81909578b0db8b97a44a completed May 24, 2026, 6:37 a.m.
NEDg Description generation batch_6a129e8754448190bc4e39b12e496e7e completed May 24, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_6a129f15d7d88190b77b62c095dbd4d4 completed May 24, 2026, 6:47 a.m.
Created at: April 27, 2026, 11:38 a.m.