Triple

T4399816
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 140 E93587 entity
Predicate abbreviation P43 FINISHED
Object MA 140
MA 140 is a state highway in Massachusetts that runs generally north–south, connecting several cities and towns between New Bedford and Winchendon.
E435549 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: MA 140 | Statement: [Massachusetts Route 140, abbreviation, MA 140]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MA 140
Context triple: [Massachusetts Route 140, abbreviation, MA 140]
  • A. MA 129
    MA 129 is a state highway in Massachusetts that runs east–west through several communities north of Boston, connecting inland towns to the Atlantic coast.
  • B. MA 16
    MA 16 is a state highway designation for a major east–west route in Massachusetts that passes through several cities and suburbs near Boston.
  • C. MA 2
    MA 2 is a major east–west state highway in Massachusetts that connects the Boston area with the north-central and western parts of the state.
  • D. Mathematics
    "Mathematics" is a politically charged hip-hop track by Mos Def that critiques social injustice, systemic inequality, and the statistical realities of urban life.
  • E. MA 3
    MA 3 is a state highway in Massachusetts that runs generally north–south, connecting the Boston area to the South Shore and Cape Cod.
  • 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: MA 140
Triple: [Massachusetts Route 140, abbreviation, MA 140]
Generated description
MA 140 is a state highway in Massachusetts that runs generally north–south, connecting several cities and towns between New Bedford and Winchendon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MA 140
Target entity description: MA 140 is a state highway in Massachusetts that runs generally north–south, connecting several cities and towns between New Bedford and Winchendon.
  • A. MA 129
    MA 129 is a state highway in Massachusetts that runs east–west through several communities north of Boston, connecting inland towns to the Atlantic coast.
  • B. MA 16
    MA 16 is a state highway designation for a major east–west route in Massachusetts that passes through several cities and suburbs near Boston.
  • C. MA 2
    MA 2 is a major east–west state highway in Massachusetts that connects the Boston area with the north-central and western parts of the state.
  • D. Mathematics
    "Mathematics" is a politically charged hip-hop track by Mos Def that critiques social injustice, systemic inequality, and the statistical realities of urban life.
  • E. MA 3
    MA 3 is a state highway in Massachusetts that runs generally north–south, connecting the Boston area to the South Shore and Cape Cod.
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b352cd71ec8190a62320fd072f744f completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53d34cc81909969d86efc441dee completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e6562abc8190bbd7b8ffdfcd0f14 completed March 14, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6b800d48190bed53f28b767471e completed March 14, 2026, 10:52 p.m.
Created at: March 12, 2026, 11:27 p.m.