Triple

T3477919
Position Surface form Disambiguated ID Type / Status
Subject M-39 (Southfield Freeway) E73418 entity
Predicate alsoKnownAs P39 FINISHED
Object Southfield Freeway
Southfield Freeway is a major north–south state highway in the Detroit metropolitan area of Michigan, serving as a key commuter route through several suburban communities.
E280428 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: Southfield Freeway | Statement: [M-39 (Southfield Freeway), alsoKnownAs, Southfield Freeway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southfield Freeway
Context triple: [M-39 (Southfield Freeway), alsoKnownAs, Southfield Freeway]
  • A. Bishop Ford Freeway
    The Bishop Ford Freeway is a major Interstate highway segment in the Chicago metropolitan area that carries I-94 through the city's South Side and into the southern suburbs.
  • B. South Mountain Freeway
    South Mountain Freeway is a major segment of the Loop 202 beltway in the Phoenix, Arizona metropolitan area, designed to improve regional traffic flow and provide an alternative route around the city.
  • C. M-10 Lodge Freeway
    M-10 Lodge Freeway is a major north–south freeway in the Detroit metropolitan area of Michigan, serving as a key commuter route between downtown Detroit and its northwestern suburbs.
  • D. Kwinana Freeway
    Kwinana Freeway is a major arterial freeway in Western Australia that connects Perth to its southern suburbs and coastal cities such as Rockingham.
  • E. Red Mountain Freeway
    Red Mountain Freeway is a major segment of Arizona’s Loop 202 that serves as a key east–west transportation corridor through the Phoenix metropolitan area.
  • 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: Southfield Freeway
Triple: [M-39 (Southfield Freeway), alsoKnownAs, Southfield Freeway]
Generated description
Southfield Freeway is a major north–south state highway in the Detroit metropolitan area of Michigan, serving as a key commuter route through several suburban communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southfield Freeway
Target entity description: Southfield Freeway is a major north–south state highway in the Detroit metropolitan area of Michigan, serving as a key commuter route through several suburban communities.
  • A. Bishop Ford Freeway
    The Bishop Ford Freeway is a major Interstate highway segment in the Chicago metropolitan area that carries I-94 through the city's South Side and into the southern suburbs.
  • B. South Mountain Freeway
    South Mountain Freeway is a major segment of the Loop 202 beltway in the Phoenix, Arizona metropolitan area, designed to improve regional traffic flow and provide an alternative route around the city.
  • C. M-10 Lodge Freeway chosen
    M-10 Lodge Freeway is a major north–south freeway in the Detroit metropolitan area of Michigan, serving as a key commuter route between downtown Detroit and its northwestern suburbs.
  • D. Kwinana Freeway
    Kwinana Freeway is a major arterial freeway in Western Australia that connects Perth to its southern suburbs and coastal cities such as Rockingham.
  • E. Red Mountain Freeway
    Red Mountain Freeway is a major segment of Arizona’s Loop 202 that serves as a key east–west transportation corridor through the Phoenix metropolitan area.
  • F. None of above.

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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5b7584819096eadd1c5268eab1 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e5efe9c819087fbda6832598c04 completed March 13, 2026, 3:02 a.m.
NEDg Description generation batch_69b37ede876c8190ab8d4b595ebb1af2 completed March 13, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_69b37f5574b08190bdde80b47f2cb99c completed March 13, 2026, 3:07 a.m.
Created at: March 8, 2026, 3:17 p.m.