Triple

T11117999
Position Surface form Disambiguated ID Type / Status
Subject Interactive Qualifying Project E262940 entity
Predicate alsoKnownAs P39 FINISHED
Object IQP
IQP is a major undergraduate research project at Worcester Polytechnic Institute that engages students in solving real-world problems at the intersection of science, technology, and society.
 E906009 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: IQP | Statement: [Interactive Qualifying Project, alsoKnownAs, IQP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IQP
Context triple: [Interactive Qualifying Project, alsoKnownAs, IQP]
  • A. IQT
    IQT is the IATA airport code for Coronel FAP Francisco Secada Vignetta International Airport serving Iquitos, Peru.
  • B. PQI
    PQI is the IATA airport code for Northern Maine Regional Airport at Presque Isle in Maine, United States.
  • C. PUQ
    PUQ is the IATA airport code for Presidente Carlos Ibáñez del Campo International Airport serving Punta Arenas in southern Chile.
  • D. IQD
    IQD is the ISO 4217 currency code for the Iraqi dinar, the official currency of Iraq.
  • E. QPJ
    QPJ is the IATA airport code assigned to Pápa Air Base in Hungary.
  • 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: IQP
Triple: [Interactive Qualifying Project, alsoKnownAs, IQP]
Generated description
IQP is a major undergraduate research project at Worcester Polytechnic Institute that engages students in solving real-world problems at the intersection of science, technology, and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IQP
Target entity description: IQP is a major undergraduate research project at Worcester Polytechnic Institute that engages students in solving real-world problems at the intersection of science, technology, and society.
  • A. IQT
    IQT is the IATA airport code for Coronel FAP Francisco Secada Vignetta International Airport serving Iquitos, Peru.
  • B. PQI
    PQI is the IATA airport code for Northern Maine Regional Airport at Presque Isle in Maine, United States.
  • C. PUQ
    PUQ is the IATA airport code for Presidente Carlos Ibáñez del Campo International Airport serving Punta Arenas in southern Chile.
  • D. IQD
    IQD is the ISO 4217 currency code for the Iraqi dinar, the official currency of Iraq.
  • E. QPJ
    QPJ is the IATA airport code assigned to Pápa Air Base in Hungary.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79af638b08190b7ade5eb0cab6b75 completed April 9, 2026, 12:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d8084a88190918f1f94ca0119ed completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e4307baca48190bbf82f8235d7e2c7 completed April 19, 2026, 1:31 a.m.
NED2 Entity disambiguation (via description) batch_69e43771eaec8190be9bb709723931e0 completed April 19, 2026, 2:01 a.m.
Created at: April 8, 2026, 9:27 p.m.