Triple

T13857783
Position Surface form Disambiguated ID Type / Status
Subject Energy Independence and Security Act of 2007 E333108 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 110-140
Public Law 110-140 is a major U.S. federal statute enacted in 2007 that aims to improve vehicle fuel economy, increase renewable fuel production, and enhance overall energy efficiency and security.
E1066950 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: Public Law 110-140 | Statement: [Energy Independence and Security Act of 2007, publicLawNumber, Public Law 110-140]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 110-140
Context triple: [Energy Independence and Security Act of 2007, publicLawNumber, Public Law 110-140]
  • A. Public Law 110-181
    Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
  • B. Public Law 110-403
    Public Law 110-403 is a 2008 U.S. federal statute, known as the PRO-IP Act, that strengthened civil and criminal enforcement of intellectual property rights.
  • C. Public Law 107-110
    Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
  • D. Public Law 110-175
    Public Law 110-175 is a 2007 United States federal statute that significantly amended and strengthened the Freedom of Information Act to improve government transparency and public access to records.
  • E. Public Law 110-85
    Public Law 110-85 is a 2007 U.S. federal statute that significantly expanded the Food and Drug Administration’s authority over drug and medical device safety, post-market surveillance, and user fees.
  • 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: Public Law 110-140
Triple: [Energy Independence and Security Act of 2007, publicLawNumber, Public Law 110-140]
Generated description
Public Law 110-140 is a major U.S. federal statute enacted in 2007 that aims to improve vehicle fuel economy, increase renewable fuel production, and enhance overall energy efficiency and security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 110-140
Target entity description: Public Law 110-140 is a major U.S. federal statute enacted in 2007 that aims to improve vehicle fuel economy, increase renewable fuel production, and enhance overall energy efficiency and security.
  • A. Public Law 110-181
    Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
  • B. Public Law 110-403
    Public Law 110-403 is a 2008 U.S. federal statute, known as the PRO-IP Act, that strengthened civil and criminal enforcement of intellectual property rights.
  • C. Public Law 107-110
    Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
  • D. Public Law 110-175
    Public Law 110-175 is a 2007 United States federal statute that significantly amended and strengthened the Freedom of Information Act to improve government transparency and public access to records.
  • E. Public Law 110-85
    Public Law 110-85 is a 2007 U.S. federal statute that significantly expanded the Food and Drug Administration’s authority over drug and medical device safety, post-market surveillance, and user fees.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
Created at: April 9, 2026, 10:14 p.m.