Triple

T14911958
Position Surface form Disambiguated ID Type / Status
Subject Hecht's E371282 entity
Predicate formerName P65 FINISHED
Object Hecht Brothers
Hecht Brothers was an early American department store business that evolved into the well-known Hecht's retail chain.
E1127523 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: Hecht Brothers | Statement: [Hecht's, formerName, Hecht Brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hecht Brothers
Context triple: [Hecht's, formerName, Hecht Brothers]
  • A. O'Neil Brothers
    The O'Neil Brothers are a violent, meth-dealing family gang in Grand Theft Auto V who become major rivals of Trevor Phillips.
  • B. Huber brothers
    The Huber brothers are a renowned German climbing duo, Thomas and Alexander Huber, famous for their groundbreaking big-wall ascents and speed records, particularly on El Capitan in Yosemite.
  • C. Zellner Brothers
    Zellner Brothers is a filmmaking duo known for their offbeat independent films, led by siblings David and Nathan Zellner.
  • D. Harvey brothers
    The Harvey brothers were 19th-century Scottish distillers and entrepreneurs best known for establishing and operating the Bruichladdich whisky distillery on the Isle of Islay.
  • E. Niedringhaus brothers
    The Niedringhaus brothers were 19th-century industrialists and entrepreneurs whose tinware and steel manufacturing ventures led to the development of Granite City, Illinois, as a planned company town.
  • 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: Hecht Brothers
Triple: [Hecht's, formerName, Hecht Brothers]
Generated description
Hecht Brothers was an early American department store business that evolved into the well-known Hecht's retail chain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hecht Brothers
Target entity description: Hecht Brothers was an early American department store business that evolved into the well-known Hecht's retail chain.
  • A. O'Neil Brothers
    The O'Neil Brothers are a violent, meth-dealing family gang in Grand Theft Auto V who become major rivals of Trevor Phillips.
  • B. Huber brothers
    The Huber brothers are a renowned German climbing duo, Thomas and Alexander Huber, famous for their groundbreaking big-wall ascents and speed records, particularly on El Capitan in Yosemite.
  • C. Zellner Brothers
    Zellner Brothers is a filmmaking duo known for their offbeat independent films, led by siblings David and Nathan Zellner.
  • D. Harvey brothers
    The Harvey brothers were 19th-century Scottish distillers and entrepreneurs best known for establishing and operating the Bruichladdich whisky distillery on the Isle of Islay.
  • E. Niedringhaus brothers
    The Niedringhaus brothers were 19th-century industrialists and entrepreneurs whose tinware and steel manufacturing ventures led to the development of Granite City, Illinois, as a planned company town.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded61d75008190b6f9a1a38137836f completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bb366481909706d511f5ae1290 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe733a580c8190bc2f053188bb7145 completed May 8, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69fe75ecce8c8190a879d8f908d9fb28 completed May 8, 2026, 11:46 p.m.
Created at: April 10, 2026, 2:26 a.m.