Triple

T16030791
Position Surface form Disambiguated ID Type / Status
Subject Highwoods Properties E388839 entity
Predicate listedAs P310 FINISHED
Object HIW
HIW is the stock ticker symbol for Highwoods Properties, a U.S.-based real estate investment trust specializing in office properties.
 E1188893 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: HIW | Statement: [Highwoods Properties, listedAs, HIW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HIW
Context triple: [Highwoods Properties, listedAs, HIW]
  • A. Hiw
    Hiw is an Oceanic language spoken on Hiw Island in northern Vanuatu, known for its small speaker population and distinctive phonological features.
  • B. HIH
    HIH is an honorific abbreviation used to refer to a female member of an imperial family bearing the style "Her Imperial Highness."
  • C. HI
    HI is the standard two-letter U.S. postal abbreviation for the state of Hawaii.
  • D. HI
    HI is the vehicle registration code for the German district of Hildesheim in Lower Saxony.
  • E. HWI
    HWI is the National Rail station code for Horwich Parkway railway station in Greater Manchester, England.
  • 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: HIW
Triple: [Highwoods Properties, listedAs, HIW]
Generated description
HIW is the stock ticker symbol for Highwoods Properties, a U.S.-based real estate investment trust specializing in office properties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HIW
Target entity description: HIW is the stock ticker symbol for Highwoods Properties, a U.S.-based real estate investment trust specializing in office properties.
  • A. Hiw
    Hiw is an Oceanic language spoken on Hiw Island in northern Vanuatu, known for its small speaker population and distinctive phonological features.
  • B. HIH
    HIH is an honorific abbreviation used to refer to a female member of an imperial family bearing the style "Her Imperial Highness."
  • C. HI
    HI is the standard two-letter U.S. postal abbreviation for the state of Hawaii.
  • D. HI
    HI is the vehicle registration code for the German district of Hildesheim in Lower Saxony.
  • E. HWI
    HWI is the National Rail station code for Horwich Parkway railway station in Greater Manchester, England.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1832b0f308190a23edfaf55f3ca25 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf35ae808190aeb154a273c32a70 completed May 10, 2026, 12:20 a.m.
NEDg Description generation batch_69ffd0384804819080f63b86d5114950 completed May 10, 2026, 12:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffd09e128c819081e92a479a4a24f9 completed May 10, 2026, 12:26 a.m.
Created at: April 10, 2026, 4:56 a.m.