Triple

T2229613
Position Surface form Disambiguated ID Type / Status
Subject Swire Pacific E48733 entity
Predicate hasPart P35 FINISHED
Object HAECO
HAECO is a major aircraft engineering and maintenance, repair, and overhaul (MRO) company based in Hong Kong and a key aviation services subsidiary of the Swire group.
 E245415 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: HAECO | Statement: [Swire Pacific, hasPart, HAECO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HAECO
Context triple: [Swire Pacific, hasPart, HAECO]
  • A. Equair
    Equair is an Ecuadorian airline that operated domestic passenger flights, notably serving routes from Guayaquil and Quito.
  • B. Huff-Daland Aero Corporation
    Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
  • C. Tarco Aviation
    Tarco Aviation is a Sudanese airline that operates passenger and cargo flights, primarily within Sudan and to regional destinations in Africa and the Middle East.
  • D. Autavia
    Autavia is a line of high-performance sports chronographs and watches by TAG Heuer, originally designed for automotive and aviation use.
  • E. Solaseed Air
    Solaseed Air is a Japanese regional airline based in Miyazaki that primarily operates domestic routes across Kyushu and other parts of Japan.
  • 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: HAECO
Triple: [Swire Pacific, hasPart, HAECO]
Generated description
HAECO is a major aircraft engineering and maintenance, repair, and overhaul (MRO) company based in Hong Kong and a key aviation services subsidiary of the Swire group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HAECO
Target entity description: HAECO is a major aircraft engineering and maintenance, repair, and overhaul (MRO) company based in Hong Kong and a key aviation services subsidiary of the Swire group.
  • A. Equair
    Equair is an Ecuadorian airline that operated domestic passenger flights, notably serving routes from Guayaquil and Quito.
  • B. Huff-Daland Aero Corporation
    Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
  • C. Tarco Aviation
    Tarco Aviation is a Sudanese airline that operates passenger and cargo flights, primarily within Sudan and to regional destinations in Africa and the Middle East.
  • D. Autavia
    Autavia is a line of high-performance sports chronographs and watches by TAG Heuer, originally designed for automotive and aviation use.
  • E. Solaseed Air
    Solaseed Air is a Japanese regional airline based in Miyazaki that primarily operates domestic routes across Kyushu and other parts of Japan.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.