Triple
T16823771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palo Pinto County, Texas |
E408961
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Texas State Highway 4
Texas State Highway 4 is a state-maintained roadway in Texas that serves as a regional connector route through parts of the state, including rural areas such as Palo Pinto County.
|
E1330367
|
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: Texas State Highway 4 | Statement: [Palo Pinto County, Texas, hasMajorHighway, Texas State Highway 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas State Highway 4 Context triple: [Palo Pinto County, Texas, hasMajorHighway, Texas State Highway 4]
-
A.
Texas State Highway 44
Texas State Highway 44 is a major east–west state highway in South Texas that connects Corpus Christi to inland communities and serves as an important regional transportation corridor.
-
B.
Texas State Highway 43
Texas State Highway 43 is a state-maintained roadway in eastern Texas that connects several rural communities and regional routes across multiple counties.
-
C.
Texas State Highway 48
Texas State Highway 48 is a state highway in southern Texas that connects the city of Brownsville to the Port of Brownsville and nearby areas in Cameron County.
-
D.
Texas State Highway 49
Texas State Highway 49 is a state highway in northeastern Texas that runs east–west, connecting several communities including Mount Pleasant.
-
E.
Texas State Highway 42
Texas State Highway 42 is a state-maintained roadway in East Texas that connects several communities while providing regional access to larger highways and local destinations.
- 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: Texas State Highway 4 Triple: [Palo Pinto County, Texas, hasMajorHighway, Texas State Highway 4]
Generated description
Texas State Highway 4 is a state-maintained roadway in Texas that serves as a regional connector route through parts of the state, including rural areas such as Palo Pinto County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas State Highway 4 Target entity description: Texas State Highway 4 is a state-maintained roadway in Texas that serves as a regional connector route through parts of the state, including rural areas such as Palo Pinto County.
-
A.
Texas State Highway 44
Texas State Highway 44 is a major east–west state highway in South Texas that connects Corpus Christi to inland communities and serves as an important regional transportation corridor.
-
B.
Texas State Highway 43
Texas State Highway 43 is a state-maintained roadway in eastern Texas that connects several rural communities and regional routes across multiple counties.
-
C.
Texas State Highway 48
Texas State Highway 48 is a state highway in southern Texas that connects the city of Brownsville to the Port of Brownsville and nearby areas in Cameron County.
-
D.
Texas State Highway 49
Texas State Highway 49 is a state highway in northeastern Texas that runs east–west, connecting several communities including Mount Pleasant.
-
E.
Texas State Highway 42
Texas State Highway 42 is a state-maintained roadway in East Texas that connects several communities while providing regional access to larger highways and local destinations.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e838e881908b650194c9b94886 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049abb14b88190bda735aa1c9c81b5 |
completed | May 13, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_6a049c86bd748190a10f6f720cc4c9eb |
completed | May 13, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a049e9f82d48190b375adef9fbfd1bd |
completed | May 13, 2026, 3:54 p.m. |
Created at: April 10, 2026, 5:23 a.m.