Triple

T6239302
Position Surface form Disambiguated ID Type / Status
Subject Broken Arrow, Oklahoma E139558 entity
Predicate namedAfter P63 FINISHED
Object Broken Arrow Creek
Broken Arrow Creek is a waterway in Oklahoma whose name inspired the nearby city of Broken Arrow.
 E592208 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: Broken Arrow Creek | Statement: [Broken Arrow, Oklahoma, namedAfter, Broken Arrow Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Broken Arrow Creek
Context triple: [Broken Arrow, Oklahoma, namedAfter, Broken Arrow Creek]
  • A. Oologah Creek
    Oologah Creek is a stream in northeastern Oklahoma that lends its name to the nearby town of Oologah and the Oologah Lake reservoir.
  • B. Stillwater Creek
    Stillwater Creek is a small waterway located near Frewsburg in western New York State.
  • C. Drift Creek
    Drift Creek is a river in Lincoln County, Oregon, known for flowing through coastal forest landscapes and supporting local recreation and wildlife habitats.
  • D. Wildcat Creek
    Wildcat Creek is a stream in the San Francisco Bay Area that drains the hills of Contra Costa County and flows through urban and parkland areas before emptying into San Pablo Bay.
  • E. Somonauk Creek
    Somonauk Creek is a stream in northern Illinois that serves as a tributary to the Fox River, flowing through rural and small-town landscapes.
  • 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: Broken Arrow Creek
Triple: [Broken Arrow, Oklahoma, namedAfter, Broken Arrow Creek]
Generated description
Broken Arrow Creek is a waterway in Oklahoma whose name inspired the nearby city of Broken Arrow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Broken Arrow Creek
Target entity description: Broken Arrow Creek is a waterway in Oklahoma whose name inspired the nearby city of Broken Arrow.
  • A. Oologah Creek
    Oologah Creek is a stream in northeastern Oklahoma that lends its name to the nearby town of Oologah and the Oologah Lake reservoir.
  • B. Stillwater Creek
    Stillwater Creek is a small waterway located near Frewsburg in western New York State.
  • C. Drift Creek
    Drift Creek is a river in Lincoln County, Oregon, known for flowing through coastal forest landscapes and supporting local recreation and wildlife habitats.
  • D. Wildcat Creek
    Wildcat Creek is a stream in the San Francisco Bay Area that drains the hills of Contra Costa County and flows through urban and parkland areas before emptying into San Pablo Bay.
  • E. Somonauk Creek
    Somonauk Creek is a stream in northern Illinois that serves as a tributary to the Fox River, flowing through rural and small-town landscapes.
  • 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_69c008b0e7ac8190808a59573ee646f3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063048df081909a13d16b6f6bf65d completed March 22, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640a59c70819093a67d1a16fcef8b completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c642d95c1481909c0bececbcef2929 completed March 27, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_69c643579a388190a2b07669539bd9b7 completed March 27, 2026, 8:44 a.m.
Created at: March 22, 2026, 4:23 p.m.