Triple
T5852086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murphy, Texas |
E130058
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
FM 544
FM 544 is a significant east–west state highway in North Texas that serves as a primary commercial and commuter route through suburbs such as Murphy.
|
E550631
|
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: FM 544 | Statement: [Murphy, Texas, hasMajorRoad, FM 544]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FM 544 Context triple: [Murphy, Texas, hasMajorRoad, FM 544]
-
A.
FM 407
FM 407 is a Texas state Farm to Market road that serves as a key local thoroughfare connecting communities in the Denton County area.
-
B.
FM 1389
FM 1389 is a Farm to Market road in Texas that serves as a local connector route between rural communities and larger highways.
-
C.
FMS
FMS refers to the U.S. Foreign Military Sales program, through which the U.S. government sells defense articles, services, and training to foreign governments and international organizations.
-
D.
FMS
FMS is the post-nominal abbreviation used by members of the Marist Brothers, a Catholic religious institute dedicated to education and youth work.
-
E.
F-2
F-2 is a three-quarter-ton model in Ford’s first-generation postwar F-Series pickup truck lineup, positioned between the lighter F-1 and heavier F-3 trucks.
- 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: FM 544 Triple: [Murphy, Texas, hasMajorRoad, FM 544]
Generated description
FM 544 is a significant east–west state highway in North Texas that serves as a primary commercial and commuter route through suburbs such as Murphy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FM 544 Target entity description: FM 544 is a significant east–west state highway in North Texas that serves as a primary commercial and commuter route through suburbs such as Murphy.
-
A.
FM 407
FM 407 is a Texas state Farm to Market road that serves as a key local thoroughfare connecting communities in the Denton County area.
-
B.
FM 1389
FM 1389 is a Farm to Market road in Texas that serves as a local connector route between rural communities and larger highways.
-
C.
FMS
FMS refers to the U.S. Foreign Military Sales program, through which the U.S. government sells defense articles, services, and training to foreign governments and international organizations.
-
D.
FMS
FMS is the post-nominal abbreviation used by members of the Marist Brothers, a Catholic religious institute dedicated to education and youth work.
-
E.
F-2
F-2 is a three-quarter-ton model in Ford’s first-generation postwar F-Series pickup truck lineup, positioned between the lighter F-1 and heavier F-3 trucks.
- 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_69c0084de39081909eb34e6bed74215a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0355038008190bf38980349b533e2 |
completed | March 22, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1b3c7d08190bada8ae35e7fa8eb |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a234f0dc819098a889bd5ee87722 |
completed | March 23, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2b1df0c8190b63d5ca984439b0b |
completed | March 23, 2026, 2:17 a.m. |
Created at: March 22, 2026, 3:55 p.m.