Triple

T3857101
Position Surface form Disambiguated ID Type / Status
Subject Advanced Photon Source E90043 entity
Predicate hasUpgrade P5357 FINISHED
Object APS Upgrade Project
The APS Upgrade Project is a major modernization initiative to significantly enhance the brightness, coherence, and scientific capabilities of the Advanced Photon Source synchrotron facility.
 E393667 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: APS Upgrade Project | Statement: [Advanced Photon Source, hasUpgrade, APS Upgrade Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: APS Upgrade Project
Context triple: [Advanced Photon Source, hasUpgrade, APS Upgrade Project]
  • A. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • B. “Base of the Future” modernization project
    The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
  • C. APS
    APS (American Physical Society) is a leading professional organization dedicated to advancing and disseminating knowledge of physics through research publications, conferences, education, and advocacy.
  • D. APC
    APC is a major Nigerian political party known as the All Progressives Congress, which has produced multiple national leaders and presidents.
  • E. APC
    APC is the three-letter IATA airport code assigned to Napa County Airport in Napa County, California.
  • 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: APS Upgrade Project
Triple: [Advanced Photon Source, hasUpgrade, APS Upgrade Project]
Generated description
The APS Upgrade Project is a major modernization initiative to significantly enhance the brightness, coherence, and scientific capabilities of the Advanced Photon Source synchrotron facility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: APS Upgrade Project
Target entity description: The APS Upgrade Project is a major modernization initiative to significantly enhance the brightness, coherence, and scientific capabilities of the Advanced Photon Source synchrotron facility.
  • A. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • B. “Base of the Future” modernization project
    The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
  • C. APS
    APS (American Physical Society) is a leading professional organization dedicated to advancing and disseminating knowledge of physics through research publications, conferences, education, and advocacy.
  • D. APC
    APC is a major Nigerian political party known as the All Progressives Congress, which has produced multiple national leaders and presidents.
  • E. APC
    APC is the three-letter IATA airport code assigned to Napa County Airport in Napa County, California.
  • 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_69aed95b3c088190a8f85d19e6070599 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec09312c81908ffd7441c83730c8 completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5041f40f88190883339db0950026a completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b50492239c8190a6c62504e2a6d130 completed March 14, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69b50863e4a08190bd54274b2212abfc completed March 14, 2026, 7:04 a.m.
Created at: March 9, 2026, 3:19 p.m.