Triple

T10019579
Position Surface form Disambiguated ID Type / Status
Subject Jakarta Transactions E200579 entity
Predicate definesInterface P12981 FINISHED
Object UserTransaction
UserTransaction is a Java interface that provides programmatic control over transaction boundaries in Jakarta EE applications.
 E836341 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: UserTransaction | Statement: [Jakarta Transactions, definesInterface, UserTransaction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UserTransaction
Context triple: [Jakarta Transactions, definesInterface, UserTransaction]
  • A. TXN
    TXN is the stock ticker symbol for Texas Instruments Incorporated, a major American technology company known for designing and manufacturing semiconductors and integrated circuits.
  • B. Consumer Financial Transactions Clinic
    The Consumer Financial Transactions Clinic is a legal clinic at UNC School of Law where students provide supervised representation and advocacy on issues involving consumer finance and predatory lending practices.
  • C. Book of Transactions
    Book of Transactions is the common English title for the Islamic jurisprudential text section “Kitab al-Buyu,” which deals with the legal rulings and principles governing commercial dealings and contracts in Islamic law.
  • D. UserInfo Endpoint
    The UserInfo Endpoint is a protected OpenID Connect API endpoint that returns claims about an authenticated end-user, such as profile and identity information, in a standardized format.
  • E. TradePlus
    TradePlus is the original name of the online brokerage firm that later became known as E-Trade.
  • 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: UserTransaction
Triple: [Jakarta Transactions, definesInterface, UserTransaction]
Generated description
UserTransaction is a Java interface that provides programmatic control over transaction boundaries in Jakarta EE applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UserTransaction
Target entity description: UserTransaction is a Java interface that provides programmatic control over transaction boundaries in Jakarta EE applications.
  • A. TXN
    TXN is the stock ticker symbol for Texas Instruments Incorporated, a major American technology company known for designing and manufacturing semiconductors and integrated circuits.
  • B. Consumer Financial Transactions Clinic
    The Consumer Financial Transactions Clinic is a legal clinic at UNC School of Law where students provide supervised representation and advocacy on issues involving consumer finance and predatory lending practices.
  • C. Book of Transactions
    Book of Transactions is the common English title for the Islamic jurisprudential text section “Kitab al-Buyu,” which deals with the legal rulings and principles governing commercial dealings and contracts in Islamic law.
  • D. UserInfo Endpoint
    The UserInfo Endpoint is a protected OpenID Connect API endpoint that returns claims about an authenticated end-user, such as profile and identity information, in a standardized format.
  • E. TradePlus
    TradePlus is the original name of the online brokerage firm that later became known as E-Trade.
  • 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd4f3a988190892cc698109be8b8 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26aaa38188190aed8c18eccd8a79d completed April 5, 2026, 1:59 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
Created at: March 30, 2026, 8:53 p.m.