Triple

T890927
Position Surface form Disambiguated ID Type / Status
Subject Oak Ridge Associated Universities E19235 entity
Predicate abbreviation P43 FINISHED
Object ORAU
ORAU is a consortium of American universities that partners with government agencies and national laboratories to advance scientific research, education, and workforce development, particularly in fields related to energy, health, and national security.
E105765 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: ORAU | Statement: [Oak Ridge Associated Universities, abbreviation, ORAU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ORAU
Context triple: [Oak Ridge Associated Universities, abbreviation, ORAU]
  • A. ARO
    ARO is the U.S. Army Research Office, a primary Army organization that funds and manages basic scientific research to support future military technologies and capabilities.
  • B. OAR
    OAR is the commonly used abbreviation for the Oregon Administrative Rules, which comprise the codified regulations issued by Oregon’s state agencies.
  • C. OAR
    OAR is the commonly used acronym for the U.S. Environmental Protection Agency’s Office of Air and Radiation, which oversees national efforts to protect and improve air quality and control radiation exposure.
  • D. Aurora Universities Network
    Aurora Universities Network is a European alliance of research-intensive universities committed to advancing social impact, sustainability, and academic collaboration across member institutions.
  • E. ONR Global
    ONR Global is the international arm of the U.S. Office of Naval Research that fosters and funds scientific collaboration and innovation with partners around the world to support naval and marine technologies.
  • 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: ORAU
Triple: [Oak Ridge Associated Universities, abbreviation, ORAU]
Generated description
ORAU is a consortium of American universities that partners with government agencies and national laboratories to advance scientific research, education, and workforce development, particularly in fields related to energy, health, and national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ORAU
Target entity description: ORAU is a consortium of American universities that partners with government agencies and national laboratories to advance scientific research, education, and workforce development, particularly in fields related to energy, health, and national security.
  • A. ARO
    ARO is the U.S. Army Research Office, a primary Army organization that funds and manages basic scientific research to support future military technologies and capabilities.
  • B. OAR
    OAR is the commonly used abbreviation for the Oregon Administrative Rules, which comprise the codified regulations issued by Oregon’s state agencies.
  • C. OAR
    OAR is the commonly used acronym for the U.S. Environmental Protection Agency’s Office of Air and Radiation, which oversees national efforts to protect and improve air quality and control radiation exposure.
  • D. Aurora Universities Network
    Aurora Universities Network is a European alliance of research-intensive universities committed to advancing social impact, sustainability, and academic collaboration across member institutions.
  • E. ONR Global
    ONR Global is the international arm of the U.S. Office of Naval Research that fosters and funds scientific collaboration and innovation with partners around the world to support naval and marine technologies.
  • 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_69a4939d37188190848be3d426ebc9ae completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ad019e448190ab991e85dc6d7708 completed March 1, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c023464481909759c457e87266ab completed March 4, 2026, 5:16 a.m.
NEDg Description generation batch_69a7c1509a8c81909b8cf074e1ce7169 completed March 4, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69a7c21f163881908f7cb02a68ad1220 completed March 4, 2026, 5:24 a.m.
Created at: March 1, 2026, 7:39 p.m.