Triple

T11107107
Position Surface form Disambiguated ID Type / Status
Subject Nhat Tan Bridge E262658 entity
Predicate builder P3143 FINISHED
Object Cienco 4
Cienco 4 is a major Vietnamese construction corporation known for building large-scale infrastructure projects, including key national bridges and highways.
 E905614 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: Cienco 4 | Statement: [Nhat Tan Bridge, builder, Cienco 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cienco 4
Context triple: [Nhat Tan Bridge, builder, Cienco 4]
  • A. SCIC
    SCIC is a Vietnamese state-owned investment company that manages and invests government capital in various enterprises to optimize state asset value.
  • B. Sayanci
    Sayanci is a West Chadic language spoken in parts of northern Nigeria.
  • C. SC4
    SC4 is the commonly used abbreviation for St. Clair County Community College, a public community college located in Port Huron, Michigan.
  • D. Science Inc.
    Science Inc. is a consumer products company known for developing and marketing innovative, data-driven brands such as the meal replacement drink Soylent.
  • E. S.C.I.E.N.C.E.
    S.C.I.E.N.C.E. is the 1997 major-label debut studio album by American rock band Incubus, known for its eclectic fusion of funk metal, alternative rock, and experimental sounds.
  • 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: Cienco 4
Triple: [Nhat Tan Bridge, builder, Cienco 4]
Generated description
Cienco 4 is a major Vietnamese construction corporation known for building large-scale infrastructure projects, including key national bridges and highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cienco 4
Target entity description: Cienco 4 is a major Vietnamese construction corporation known for building large-scale infrastructure projects, including key national bridges and highways.
  • A. SCIC
    SCIC is a Vietnamese state-owned investment company that manages and invests government capital in various enterprises to optimize state asset value.
  • B. Sayanci
    Sayanci is a West Chadic language spoken in parts of northern Nigeria.
  • C. SC4
    SC4 is the commonly used abbreviation for St. Clair County Community College, a public community college located in Port Huron, Michigan.
  • D. Science Inc.
    Science Inc. is a consumer products company known for developing and marketing innovative, data-driven brands such as the meal replacement drink Soylent.
  • E. S.C.I.E.N.C.E.
    S.C.I.E.N.C.E. is the 1997 major-label debut studio album by American rock band Incubus, known for its eclectic fusion of funk metal, alternative rock, and experimental sounds.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a6546d4819092187e9c12a30ed5 completed April 9, 2026, 12:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d7016908190bb7aadadacb5b50f completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42f3dd02c8190b40bc692c24b2ff4 completed April 19, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69e4375eaf448190a17f8df1e83145e0 completed April 19, 2026, 2:01 a.m.
Created at: April 8, 2026, 9:27 p.m.