Triple

T22580669
Position Surface form Disambiguated ID Type / Status
Subject Public Law 92-583 E544555 entity
Predicate alsoKnownAs P39 FINISHED
Object CZMA
CZMA refers to the U.S. Coastal Zone Management Act, a federal law that provides a framework for states to manage and protect coastal resources and shorelines.
 E1544197 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: CZMA | Statement: [Public Law 92-583, alsoKnownAs, CZMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CZMA
Context triple: [Public Law 92-583, alsoKnownAs, CZMA]
  • A. CZM
    CZM is the Massachusetts state agency responsible for protecting, managing, and enhancing the Commonwealth’s coastal resources and communities.
  • B. CZM
    CZM is the IATA airport code for Cozumel International Airport, which serves the island of Cozumel in Mexico’s Caribbean region.
  • C. CZUM
    CZUM is the ICAO airport code for Churchill Falls Airport in Newfoundland and Labrador, Canada.
  • D. CZ
    CZ is the ISO country code for the Czech Republic, a Central European nation and member of the European Union.
  • E. CZ
    CZ is a Czech firearms manufacturer renowned for producing a wide range of pistols, rifles, and submachine guns used by military, law enforcement, and civilian shooters worldwide.
  • 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: CZMA
Triple: [Public Law 92-583, alsoKnownAs, CZMA]
Generated description
CZMA refers to the U.S. Coastal Zone Management Act, a federal law that provides a framework for states to manage and protect coastal resources and shorelines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CZMA
Target entity description: CZMA refers to the U.S. Coastal Zone Management Act, a federal law that provides a framework for states to manage and protect coastal resources and shorelines.
  • A. CZM
    CZM is the Massachusetts state agency responsible for protecting, managing, and enhancing the Commonwealth’s coastal resources and communities.
  • B. CZM
    CZM is the IATA airport code for Cozumel International Airport, which serves the island of Cozumel in Mexico’s Caribbean region.
  • C. CZUM
    CZUM is the ICAO airport code for Churchill Falls Airport in Newfoundland and Labrador, Canada.
  • D. CZ
    CZ is the ISO country code for the Czech Republic, a Central European nation and member of the European Union.
  • E. CZ
    CZ is a Czech firearms manufacturer renowned for producing a wide range of pistols, rifles, and submachine guns used by military, law enforcement, and civilian shooters worldwide.
  • 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_69e11e30d05481909df915354c89f0d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f15ff065308190bca9fb24b47757e6 completed April 29, 2026, 1:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d5460cc819082b4924809b1ae56 completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b3e659bbc81908ebe404365577ddf completed May 18, 2026, 4:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3f401fb08190b59206d6e5edbaf7 completed May 18, 2026, 4:33 p.m.
Created at: April 16, 2026, 8:53 p.m.