Triple

T6843101
Position Surface form Disambiguated ID Type / Status
Subject Benjamin Graham E157823 entity
Predicate familyName P18 FINISHED
Object Grossbaum
Grossbaum is the original family surname of Benjamin Graham, the influential economist and "father of value investing."
 E623910 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: Grossbaum | Statement: [Benjamin Graham, familyName, Grossbaum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grossbaum
Context triple: [Benjamin Graham, familyName, Grossbaum]
  • A. Blaustein
    Blaustein is a municipality in the Alb-Donau district of Baden-Württemberg in southern Germany, situated near the city of Ulm.
  • B. Gruenbaum
    Gruenbaum is a Jewish family name most notably associated with Yitzhak Gruenbaum, a prominent Zionist leader and Israeli politician.
  • C. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • D. Rosenhorn
    Rosenhorn is a notable subsidiary peak in the Bernese Alps of Switzerland, forming part of the Wetterhorn massif.
  • E. Rosenbad
    Rosenbad is a prominent government building complex in central Stockholm that houses the offices of the Prime Minister and the Swedish Government.
  • 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: Grossbaum
Triple: [Benjamin Graham, familyName, Grossbaum]
Generated description
Grossbaum is the original family surname of Benjamin Graham, the influential economist and "father of value investing."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grossbaum
Target entity description: Grossbaum is the original family surname of Benjamin Graham, the influential economist and "father of value investing."
  • A. Blaustein
    Blaustein is a municipality in the Alb-Donau district of Baden-Württemberg in southern Germany, situated near the city of Ulm.
  • B. Gruenbaum
    Gruenbaum is a Jewish family name most notably associated with Yitzhak Gruenbaum, a prominent Zionist leader and Israeli politician.
  • C. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • D. Rosenhorn
    Rosenhorn is a notable subsidiary peak in the Bernese Alps of Switzerland, forming part of the Wetterhorn massif.
  • E. Rosenbad
    Rosenbad is a prominent government building complex in central Stockholm that houses the offices of the Prime Minister and the Swedish Government.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6b7179481909e3482fef47b2719 completed March 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fb9a8c08190993807f1a4c54184 completed March 28, 2026, 1:32 a.m.
NEDg Description generation batch_69c735e1d0c48190a3cec055d0eef053 completed March 28, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69c7363e2ae481908caceabfb27e3284 completed March 28, 2026, 2 a.m.
Created at: March 27, 2026, 2:19 p.m.