Triple

T10788971
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 107 E254525 entity
Predicate abbreviation P43 FINISHED
Object MA 107
MA 107 is a state highway in Massachusetts that runs through the North Shore region, connecting several cities and towns north of Boston.
 E885953 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 107 | Statement: [Massachusetts Route 107, abbreviation, MA 107]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MA 107
Context triple: [Massachusetts Route 107, abbreviation, MA 107]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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 107
Triple: [Massachusetts Route 107, abbreviation, MA 107]
Generated description
MA 107 is a state highway in Massachusetts that runs through the North Shore region, connecting several cities and towns north of Boston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MA 107
Target entity description: MA 107 is a state highway in Massachusetts that runs through the North Shore region, connecting several cities and towns north of Boston.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f4b1388190a1364e56a90e8388 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de562873b081908bea08c56b1c1e3f completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
Created at: April 8, 2026, 9:17 p.m.