Triple

T4892899
Position Surface form Disambiguated ID Type / Status
Subject National Flood Insurance Program E109605 entity
Predicate defines P264 FINISHED
Object Special Flood Hazard Area
Special Flood Hazard Area is a high-risk flood zone designated on federal flood maps where properties are more likely to experience significant flooding and often require flood insurance.
E479365 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: Special Flood Hazard Area | Statement: [National Flood Insurance Program, defines, Special Flood Hazard Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Flood Hazard Area
Context triple: [National Flood Insurance Program, defines, Special Flood Hazard Area]
  • A. Flood
    "Flood" is a science fiction novel by Stephen Baxter that explores a near-future Earth devastated by a mysterious, relentless rise in global sea levels.
  • B. Flood
    Flood is a renowned British record producer and audio engineer known for his work with influential rock and alternative artists such as U2, Depeche Mode, and Nine Inch Nails.
  • C. Flood
    Flood is a common English surname of Germanic origin, often associated with families from regions prone to flooding or near bodies of water.
  • D. Flood
    Flood is a landmark 1963 abstract expressionist painting by Helen Frankenthaler, celebrated for its lyrical color field technique and innovative use of thinned paint poured directly onto unprimed canvas.
  • E. National Flood Insurance Program
    The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
  • 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: Special Flood Hazard Area
Triple: [National Flood Insurance Program, defines, Special Flood Hazard Area]
Generated description
Special Flood Hazard Area is a high-risk flood zone designated on federal flood maps where properties are more likely to experience significant flooding and often require flood insurance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Flood Hazard Area
Target entity description: Special Flood Hazard Area is a high-risk flood zone designated on federal flood maps where properties are more likely to experience significant flooding and often require flood insurance.
  • A. Flood
    "Flood" is a science fiction novel by Stephen Baxter that explores a near-future Earth devastated by a mysterious, relentless rise in global sea levels.
  • B. Flood
    Flood is a renowned British record producer and audio engineer known for his work with influential rock and alternative artists such as U2, Depeche Mode, and Nine Inch Nails.
  • C. Flood
    Flood is a common English surname of Germanic origin, often associated with families from regions prone to flooding or near bodies of water.
  • D. Flood
    Flood is a landmark 1963 abstract expressionist painting by Helen Frankenthaler, celebrated for its lyrical color field technique and innovative use of thinned paint poured directly onto unprimed canvas.
  • E. National Flood Insurance Program
    The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e257b0481909fd60eb29351b6d8 completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fc2f00881908cae1e68df2019e3 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be719fca14819088006bfa592ae5d3 completed March 21, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_69be720c2ca88190beed1944a7063197 completed March 21, 2026, 10:25 a.m.
Created at: March 20, 2026, 1:28 p.m.