Triple

T7040548
Position Surface form Disambiguated ID Type / Status
Subject Broadgate development E163498 entity
Predicate developedBy P73 FINISHED
Object GIC
GIC is Singapore’s sovereign wealth fund, known for its long-term global investments across real estate, equities, and other asset classes.
 E636428 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: GIC | Statement: [Broadgate development, developedBy, GIC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GIC
Context triple: [Broadgate development, developedBy, GIC]
  • A. GICs
    GICs (Guaranteed Investment Certificates) are low-risk, fixed-income investments that provide a guaranteed return of principal plus interest over a specified term, commonly offered by Canadian financial institutions.
  • B. GICC
    GICC is a major convention and exhibition center located near Hartsfield–Jackson Atlanta International Airport in Georgia, hosting conferences, trade shows, and large events.
  • C. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • D. GCI
    GCI is the Getty Conservation Institute, a research and education organization dedicated to advancing the conservation of cultural heritage worldwide.
  • E. Blackrock
    Blackrock is a suburban residential area of Cork city in County Cork, Ireland, known for its riverside location along the River Lee and historic maritime and industrial heritage.
  • 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: GIC
Triple: [Broadgate development, developedBy, GIC]
Generated description
GIC is Singapore’s sovereign wealth fund, known for its long-term global investments across real estate, equities, and other asset classes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GIC
Target entity description: GIC is Singapore’s sovereign wealth fund, known for its long-term global investments across real estate, equities, and other asset classes.
  • A. GICs
    GICs (Guaranteed Investment Certificates) are low-risk, fixed-income investments that provide a guaranteed return of principal plus interest over a specified term, commonly offered by Canadian financial institutions.
  • B. GICC
    GICC is a major convention and exhibition center located near Hartsfield–Jackson Atlanta International Airport in Georgia, hosting conferences, trade shows, and large events.
  • C. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • D. GCI
    GCI is the Getty Conservation Institute, a research and education organization dedicated to advancing the conservation of cultural heritage worldwide.
  • E. Blackrock
    Blackrock is a suburban residential area of Cork city in County Cork, Ireland, known for its riverside location along the River Lee and historic maritime and industrial heritage.
  • 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_69c6885e7c1c8190be32a8f79ab4e0cf completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e22544708190b0dffb5256d4cda6 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775afabbc8190a6ff263b1a996c9c completed March 28, 2026, 6:31 a.m.
NEDg Description generation batch_69c7779c8bcc819089d79399f0c9eb31 completed March 28, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69c7789d07c08190b6b6479ffbbc9f3e completed March 28, 2026, 6:43 a.m.
Created at: March 27, 2026, 2:36 p.m.