Triple

T34670239
Position Surface form Disambiguated ID Type / Status
Subject Phu My Hung E890356 entity
Predicate developerJointVenture P102305 FINISHED
Object Tan Thuan Industrial Promotion Company
Tan Thuan Industrial Promotion Company is a Vietnamese industrial development firm known for its role in major urban and industrial projects such as the Phu My Hung area in Ho Chi Minh City.
 E2105928 NE FINISHED

How this triple was built (3 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: Tan Thuan Industrial Promotion Company | Statement: [Phu My Hung, developerJointVenture, Tan Thuan Industrial Promotion Company]
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: Tan Thuan Industrial Promotion Company
Triple: [Phu My Hung, developerJointVenture, Tan Thuan Industrial Promotion Company]
Generated description
Tan Thuan Industrial Promotion Company is a Vietnamese industrial development firm known for its role in major urban and industrial projects such as the Phu My Hung area in Ho Chi Minh City.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: developerJointVenture
Context triple: [Phu My Hung, developerJointVenture, Tan Thuan Industrial Promotion Company]
  • A. hasJointVenture
    Indicates that two or more entities are engaged together in a formally established joint business venture or collaborative commercial undertaking.
  • B. hasJointVenturePartner chosen
    Indicates that an entity is engaged in a joint venture relationship with another entity as a formal business partner.
  • C. formerJointVentureWith
    Indicates that two entities were previously engaged together in a joint venture relationship that has since ended.
  • D. developmentLinkedTo
    Indicates that the development or progression of one entity is causally or contextually connected to the development or progression of another entity.
  • E. businessVenture
    Indicates a relationship where entities jointly engage in, operate, or are involved with a commercial or entrepreneurial undertaking.
  • F. None of above.

Provenance (6 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_69f349d9c59481908b36baa0be093aea completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_69fd2cf39b0c8190811b8a6fa9410560 completed May 8, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_6a3749079fdc81908004d7a554eebd5f completed June 21, 2026, 2:14 a.m.
NEDg Description generation batch_6a374a4c38c88190bdd7ad54e6a7a714 completed June 21, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_6a374ab6a5388190ad9d0601f27c6748 completed June 21, 2026, 2:21 a.m.
PD Predicate disambiguation batch_69fd2ad8dd988190a9899701ba00d917 completed May 8, 2026, 12:14 a.m.
Created at: May 1, 2026, 2:05 a.m.