Triple

T4528966
Position Surface form Disambiguated ID Type / Status
Subject Bullhead City, Arizona E106246 entity
Predicate regionCode P208 FINISHED
Object FIPS 04-07910
FIPS 04-07910 is the unique Federal Information Processing Standards geographic code assigned to Bullhead City, Arizona for use in U.S. government data and mapping systems.
E449311 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: FIPS 04-07910 | Statement: [Bullhead City, Arizona, regionCode, FIPS 04-07910]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FIPS 04-07910
Context triple: [Bullhead City, Arizona, regionCode, FIPS 04-07910]
  • A. FIPS 198-1
    FIPS 198-1 is a U.S. federal information processing standard that specifies the security requirements and implementation details for the HMAC (Hash-based Message Authentication Code) algorithm.
  • B. Federal Information Processing Standards
    Federal Information Processing Standards are publicly announced, U.S. government–wide standards that define requirements for information security, data formats, and interoperability in federal computer systems.
  • C. NIST SP 800-38D
    NIST SP 800-38D is a NIST special publication that specifies the Galois/Counter Mode (GCM) of operation for the Advanced Encryption Standard (AES) and provides guidelines for its secure use.
  • D. NIST SP 800-38A
    NIST SP 800-38A is a NIST special publication that defines approved block cipher modes of operation for the Advanced Encryption Standard (AES), including methods for encryption and decryption in various security applications.
  • E. NIST SP 800-56C
    NIST SP 800-56C is a NIST Special Publication that provides recommendations for key derivation methods in key-establishment schemes used in cryptographic systems.
  • 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: FIPS 04-07910
Triple: [Bullhead City, Arizona, regionCode, FIPS 04-07910]
Generated description
FIPS 04-07910 is the unique Federal Information Processing Standards geographic code assigned to Bullhead City, Arizona for use in U.S. government data and mapping systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FIPS 04-07910
Target entity description: FIPS 04-07910 is the unique Federal Information Processing Standards geographic code assigned to Bullhead City, Arizona for use in U.S. government data and mapping systems.
  • A. FIPS 198-1
    FIPS 198-1 is a U.S. federal information processing standard that specifies the security requirements and implementation details for the HMAC (Hash-based Message Authentication Code) algorithm.
  • B. Federal Information Processing Standards
    Federal Information Processing Standards are publicly announced, U.S. government–wide standards that define requirements for information security, data formats, and interoperability in federal computer systems.
  • C. NIST SP 800-38D
    NIST SP 800-38D is a NIST special publication that specifies the Galois/Counter Mode (GCM) of operation for the Advanced Encryption Standard (AES) and provides guidelines for its secure use.
  • D. NIST SP 800-38A
    NIST SP 800-38A is a NIST special publication that defines approved block cipher modes of operation for the Advanced Encryption Standard (AES), including methods for encryption and decryption in various security applications.
  • E. NIST SP 800-56C
    NIST SP 800-56C is a NIST Special Publication that provides recommendations for key derivation methods in key-establishment schemes used in cryptographic systems.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd5779593081908593537b9239e01b completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda45eadd0819093429e14c88a161d completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda4e4f5a081908892c4363b3a4989 completed March 20, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69bda556d4188190a00d6e6259139c10 completed March 20, 2026, 7:51 p.m.
Created at: March 20, 2026, 1:03 p.m.