Triple

T14231932
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Energy Resources E352771 entity
Predicate abbreviation P43 FINISHED
Object DOER
DOER is the Massachusetts state agency responsible for developing and implementing energy policies and programs that promote clean, affordable, and reliable energy.
E1087873 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: DOER | Statement: [Massachusetts Department of Energy Resources, abbreviation, DOER]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DOER
Context triple: [Massachusetts Department of Energy Resources, abbreviation, DOER]
  • A. DO
    DO is the two-letter ISO 3166-1 alpha-2 country code assigned to the Dominican Republic.
  • B. DO
    DO is the official vehicle registration code used on license plates for the German city of Dortmund.
  • C. DO
    DO (Denominación de Origen) is a Spanish quality classification that designates and protects wines from specific geographic regions with regulated production standards.
  • D. DOI
    DOI is the commonly used abbreviation for the United States Department of the Interior, the federal executive department responsible for managing the nation’s natural resources and public lands.
  • E. DOI
    A DOI (Digital Object Identifier) is a persistent, unique alphanumeric string used to identify and provide a stable link to digital content such as scholarly articles, datasets, and other research outputs.
  • 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: DOER
Triple: [Massachusetts Department of Energy Resources, abbreviation, DOER]
Generated description
DOER is the Massachusetts state agency responsible for developing and implementing energy policies and programs that promote clean, affordable, and reliable energy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DOER
Target entity description: DOER is the Massachusetts state agency responsible for developing and implementing energy policies and programs that promote clean, affordable, and reliable energy.
  • A. DO
    DO is the two-letter ISO 3166-1 alpha-2 country code assigned to the Dominican Republic.
  • B. DO
    DO is the official vehicle registration code used on license plates for the German city of Dortmund.
  • C. DO
    DO (Denominación de Origen) is a Spanish quality classification that designates and protects wines from specific geographic regions with regulated production standards.
  • D. DOI
    DOI is the commonly used abbreviation for the United States Department of the Interior, the federal executive department responsible for managing the nation’s natural resources and public lands.
  • E. DOI
    A DOI (Digital Object Identifier) is a persistent, unique alphanumeric string used to identify and provide a stable link to digital content such as scholarly articles, datasets, and other research outputs.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de622cdd6481908befa179a9675bb5 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd281bc67c81909bb09ee4a39a0b7f completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29ee7e0c819095bc48e54f825bc6 completed May 8, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69fd2aa5bf3c8190bb62ce780d417b7d completed May 8, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:07 a.m.