Triple

T11611126
Position Surface form Disambiguated ID Type / Status
Subject Environmental Management Bureau E275385 entity
Predicate abbreviation P43 FINISHED
Object EMB
EMB is the Environmental Management Bureau, a government agency responsible for formulating and enforcing environmental policies, regulations, and programs.
 E936626 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: EMB | Statement: [Environmental Management Bureau, abbreviation, EMB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: EMB
Context triple: [Environmental Management Bureau, abbreviation, EMB]
  • A. Emm
    Emm is the surname associated with Richard Dawson, indicating his family name or ancestral lineage.
  • B. Em
    Em is a common shortened form of the given name Emma, often used as an informal nickname.
  • C. EME
    EME is the abbreviated name for the Spanish Army Staff, the top command and planning body of Spain’s land forces.
  • D. EB
    EB is the Executive Board of the World Health Organization, a governing body that advises and facilitates the implementation of the World Health Assembly’s decisions and policies.
  • E. EB
    EB is the regional vehicle registration code used on license plates for vehicles registered in Alexandroupoli, Greece.
  • 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: EMB
Triple: [Environmental Management Bureau, abbreviation, EMB]
Generated description
EMB is the Environmental Management Bureau, a government agency responsible for formulating and enforcing environmental policies, regulations, and programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: EMB
Target entity description: EMB is the Environmental Management Bureau, a government agency responsible for formulating and enforcing environmental policies, regulations, and programs.
  • A. Emm
    Emm is the surname associated with Richard Dawson, indicating his family name or ancestral lineage.
  • B. Em
    Em is a common shortened form of the given name Emma, often used as an informal nickname.
  • C. EME
    EME is the abbreviated name for the Spanish Army Staff, the top command and planning body of Spain’s land forces.
  • D. EB
    EB is the Executive Board of the World Health Organization, a governing body that advises and facilitates the implementation of the World Health Assembly’s decisions and policies.
  • E. EB
    EB is the regional vehicle registration code used on license plates for vehicles registered in Alexandroupoli, Greece.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a043a3c08190a20cbc2ba5a8d218 completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a8311bcc8190a3fe7d28c593aea3 completed April 22, 2026, 10:51 a.m.
NEDg Description generation batch_69e8af9665648190b7732076aa129671 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b41febc8190bc37672535735710 completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.