Triple

T23283190
Position Surface form Disambiguated ID Type / Status
Subject Heron 1 E588921 entity
Predicate manufacturer P490 FINISHED
Object IAI
IAI (Israel Aerospace Industries) is Israel’s state-owned aerospace and defense company, known for developing advanced military and civilian aircraft, drones, satellites, and missile systems.
 E1578424 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: IAI | Statement: [Heron 1, manufacturer, IAI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IAI
Context triple: [Heron 1, manufacturer, IAI]
  • A. IrAero
    IrAero is a Russian regional airline that operates passenger and cargo flights across Siberia, the Russian Far East, and neighboring countries.
  • B. IAE
    IAE is the ICAO airline designator for IrAero, a Russian regional airline based in Irkutsk.
  • C. IA&AD
    IA&AD is the central government department in India responsible for auditing public accounts and overseeing the financial administration of government entities under the authority of the Comptroller and Auditor General of India.
  • D. IAO
    IAO is the abbreviation for the Fraunhofer Institute for Industrial Engineering, a German research institute focused on applied industrial and organizational engineering.
  • E. IAO
    IAO is the IATA airport code for Sayak Airport, the main air gateway to Siargao Island in the Philippines.
  • 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: IAI
Triple: [Heron 1, manufacturer, IAI]
Generated description
IAI (Israel Aerospace Industries) is Israel’s state-owned aerospace and defense company, known for developing advanced military and civilian aircraft, drones, satellites, and missile systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IAI
Target entity description: IAI (Israel Aerospace Industries) is Israel’s state-owned aerospace and defense company, known for developing advanced military and civilian aircraft, drones, satellites, and missile systems.
  • A. IrAero
    IrAero is a Russian regional airline that operates passenger and cargo flights across Siberia, the Russian Far East, and neighboring countries.
  • B. IAE
    IAE is the ICAO airline designator for IrAero, a Russian regional airline based in Irkutsk.
  • C. IA&AD
    IA&AD is the central government department in India responsible for auditing public accounts and overseeing the financial administration of government entities under the authority of the Comptroller and Auditor General of India.
  • D. IAO
    IAO is the abbreviation for the Fraunhofer Institute for Industrial Engineering, a German research institute focused on applied industrial and organizational engineering.
  • E. IAO
    IAO is the IATA airport code for Sayak Airport, the main air gateway to Siargao Island in the Philippines.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196447a748190bd797ec9baa63fc3 completed April 29, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f813f248190b56ed6a7fc074989 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405ca9e081908adeedd69acb8ed2 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c443c4540819096f1a41d9c24a706 completed May 19, 2026, 11:06 a.m.
Created at: April 17, 2026, 4:58 p.m.