Triple

T11854886
Position Surface form Disambiguated ID Type / Status
Subject Texas State Highway 71 E282009 entity
Predicate easternTerminus P388 FINISHED
Object State Highway 35 at Blessing, Texas
State Highway 35 at Blessing, Texas is a junction point in the small community of Blessing where several Texas state highways, including the eastern end of State Highway 71, converge along the Gulf Coast region.
E949015 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: State Highway 35 at Blessing, Texas | Statement: [Texas State Highway 71, easternTerminus, State Highway 35 at Blessing, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 35 at Blessing, Texas
Context triple: [Texas State Highway 71, easternTerminus, State Highway 35 at Blessing, Texas]
  • A. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • B. Texas State Highway 315
    Texas State Highway 315 is a state-maintained roadway in East Texas that connects several rural communities and regional routes within and around Rusk County.
  • C. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part of the state.
  • D. State Highway 36 (Texas)
    State Highway 36 (Texas) is a major state highway running across central Texas, connecting cities such as Temple and serving as an important regional transportation route.
  • E. Texas State Highway 30
    Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
  • 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: State Highway 35 at Blessing, Texas
Triple: [Texas State Highway 71, easternTerminus, State Highway 35 at Blessing, Texas]
Generated description
State Highway 35 at Blessing, Texas is a junction point in the small community of Blessing where several Texas state highways, including the eastern end of State Highway 71, converge along the Gulf Coast region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 35 at Blessing, Texas
Target entity description: State Highway 35 at Blessing, Texas is a junction point in the small community of Blessing where several Texas state highways, including the eastern end of State Highway 71, converge along the Gulf Coast region.
  • A. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • B. Texas State Highway 315
    Texas State Highway 315 is a state-maintained roadway in East Texas that connects several rural communities and regional routes within and around Rusk County.
  • C. Texas State Highway 34
    Texas State Highway 34 is a state highway in Texas that runs generally north–south through several counties, connecting rural communities and small cities in the eastern part of the state.
  • D. State Highway 36 (Texas)
    State Highway 36 (Texas) is a major state highway running across central Texas, connecting cities such as Temple and serving as an important regional transportation route.
  • E. Texas State Highway 30
    Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a697f4108190af984932d2118472 completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167c9d4e88190bfaadada0450e639 completed April 29, 2026, 2:07 a.m.
NEDg Description generation batch_69f17006e6108190b51b20ddf6d2368c completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17819af5c8190a98db3cd8eff8da2 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.