Triple

T32843395
Position Surface form Disambiguated ID Type / Status
Subject The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration E840032 entity
Predicate coAuthor P398 FINISHED
Object Sanford J. Grossman
Sanford J. Grossman is an influential American economist known for his work on information economics, financial markets, and the theory of the firm.
E2283303 NE FINISHED

How this triple was built (2 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: Sanford J. Grossman | Statement: [The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration, coAuthor, Sanford J. Grossman]
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: Sanford J. Grossman
Triple: [The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration, coAuthor, Sanford J. Grossman]
Generated description
Sanford J. Grossman is an influential American economist known for his work on information economics, financial markets, and the theory of the firm.

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_69f3493ff0888190b51e974eae2a7834 completed April 30, 2026, 12:21 p.m.
NER Named-entity recognition batch_69f6ce366e6c8190918068e6b841a522 completed May 3, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a4249fe919c8190bbc04b96f01ec632 completed June 29, 2026, 10:33 a.m.
NEDg Description generation batch_6a424a8948608190b4607a67466c8372 completed June 29, 2026, 10:35 a.m.
NED2 Entity disambiguation (via description) batch_6a424b5e8e9c8190818d0ef2f3f43398 completed June 29, 2026, 10:39 a.m.
Created at: May 1, 2026, 1:16 a.m.