Triple

T4715131
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 125 E104617 entity
Predicate abbreviation P43 FINISHED
Object MA 125
MA 125 is a state highway in northeastern Massachusetts that runs through communities such as Haverhill, North Andover, and Andover, serving as a key regional connector.
 E463480 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 125 | Statement: [Massachusetts Route 125, abbreviation, MA 125]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MA 125
Context triple: [Massachusetts Route 125, abbreviation, MA 125]
  • 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 140
    MA 140 is a state highway in Massachusetts that runs generally north–south, connecting several cities and towns between New Bedford and Winchendon.
  • 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. 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.
  • 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 125
Triple: [Massachusetts Route 125, abbreviation, MA 125]
Generated description
MA 125 is a state highway in northeastern Massachusetts that runs through communities such as Haverhill, North Andover, and Andover, serving as a key regional connector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MA 125
Target entity description: MA 125 is a state highway in northeastern Massachusetts that runs through communities such as Haverhill, North Andover, and Andover, serving as a key regional connector.
  • 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 140
    MA 140 is a state highway in Massachusetts that runs generally north–south, connecting several cities and towns between New Bedford and Winchendon.
  • 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. 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.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6408dc5c8190a8d6b1c1a3eba2df completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be108002e08190b13856f2af135bfc completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1196fcb08190a151b31204045fa4 completed March 21, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69be121448ec8190a29f6d78049002df completed March 21, 2026, 3:35 a.m.
Created at: March 20, 2026, 1:18 p.m.