Triple

T21128429
Position Surface form Disambiguated ID Type / Status
Subject Capital Investment Grants E520619 entity
Predicate projectTypeEligible P76506 FINISHED
Object Small Starts
Small Starts is a category within the U.S. Federal Transit Administration’s Capital Investment Grants program that funds smaller-scale public transit projects such as bus rapid transit, streetcars, and corridor-based improvements.
E1467753 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: Small Starts | Statement: [Capital Investment Grants, projectTypeEligible, Small Starts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small Starts
Context triple: [Capital Investment Grants, projectTypeEligible, Small Starts]
  • A. Let’s Get Small
    Let’s Get Small is a 1977 comedy album by Steve Martin, produced by William E. McEuen, that helped establish Martin as a major stand-up star.
  • B. Small Changes
    "Small Changes" is a hard science fiction novel by Hal Clement, known for its rigorous scientific detail and exploration of alien environments and biology.
  • C. Small Fry
    Small Fry is a Toy Story Toons short film that follows Buzz Lightyear after he is accidentally swapped with a tiny kids’ meal toy version of himself at a fast-food restaurant.
  • D. Small Fry
    Small Fry is a memoir by Lisa Brennan-Jobs recounting her childhood and complicated relationship with her father, Apple co-founder Steve Jobs.
  • E. Small Change
    Small Change is a 1976 Tom Waits album known for its jazz-inflected, piano-driven songs and vivid, noir-style storytelling.
  • 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: Small Starts
Triple: [Capital Investment Grants, projectTypeEligible, Small Starts]
Generated description
Small Starts is a category within the U.S. Federal Transit Administration’s Capital Investment Grants program that funds smaller-scale public transit projects such as bus rapid transit, streetcars, and corridor-based improvements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small Starts
Target entity description: Small Starts is a category within the U.S. Federal Transit Administration’s Capital Investment Grants program that funds smaller-scale public transit projects such as bus rapid transit, streetcars, and corridor-based improvements.
  • A. Let’s Get Small
    Let’s Get Small is a 1977 comedy album by Steve Martin, produced by William E. McEuen, that helped establish Martin as a major stand-up star.
  • B. Small Changes
    "Small Changes" is a hard science fiction novel by Hal Clement, known for its rigorous scientific detail and exploration of alien environments and biology.
  • C. Small Fry
    Small Fry is a Toy Story Toons short film that follows Buzz Lightyear after he is accidentally swapped with a tiny kids’ meal toy version of himself at a fast-food restaurant.
  • D. Small Fry
    Small Fry is a memoir by Lisa Brennan-Jobs recounting her childhood and complicated relationship with her father, Apple co-founder Steve Jobs.
  • E. Small Change
    Small Change is a 1976 Tom Waits album known for its jazz-inflected, piano-driven songs and vivid, noir-style storytelling.
  • 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7223a7a588190a01a66921b79b98b completed April 21, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965ee05c0819084273a47c09d7d2f completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a09669ac9988190ba5ec8bcf8dc7eb4 completed May 17, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0967821ce08190a23d22439c343f49 completed May 17, 2026, 7 a.m.
Created at: April 16, 2026, 2:56 p.m.