Triple
T15731788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lovington, New Mexico |
E381362
|
entity |
| Predicate | hasChamberOfCommerce |
P90356
|
FINISHED |
| Object |
Lovington Chamber of Commerce
Lovington Chamber of Commerce is a local business and community organization that promotes economic development, supports member businesses, and coordinates civic activities in Lovington, New Mexico.
|
E1174480
|
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: Lovington Chamber of Commerce | Statement: [Lovington, New Mexico, hasChamberOfCommerce, Lovington Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lovington Chamber of Commerce Context triple: [Lovington, New Mexico, hasChamberOfCommerce, Lovington Chamber of Commerce]
-
A.
Lovington City Commission
The Lovington City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing city administration in Lovington.
-
B.
Lovington Public Library
Lovington Public Library is a community library in Lovington that provides local residents with access to books, educational resources, and public programs.
-
C.
Lovington Municipal Schools
Lovington Municipal Schools is the public school district that serves students in the Lovington, New Mexico area.
-
D.
Lovington High School
Lovington High School is a public high school in Lovington, New Mexico, best known for being the alma mater of Pro Football Hall of Famer Brian Urlacher.
-
E.
Lovington
Lovington is a small city in southeastern New Mexico that serves as the administrative and economic center of Lea County.
- 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: Lovington Chamber of Commerce Triple: [Lovington, New Mexico, hasChamberOfCommerce, Lovington Chamber of Commerce]
Generated description
Lovington Chamber of Commerce is a local business and community organization that promotes economic development, supports member businesses, and coordinates civic activities in Lovington, New Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lovington Chamber of Commerce Target entity description: Lovington Chamber of Commerce is a local business and community organization that promotes economic development, supports member businesses, and coordinates civic activities in Lovington, New Mexico.
-
A.
Lovington City Commission
The Lovington City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing city administration in Lovington.
-
B.
Lovington Public Library
Lovington Public Library is a community library in Lovington that provides local residents with access to books, educational resources, and public programs.
-
C.
Lovington Municipal Schools
Lovington Municipal Schools is the public school district that serves students in the Lovington, New Mexico area.
-
D.
Lovington High School
Lovington High School is a public high school in Lovington, New Mexico, best known for being the alma mater of Pro Football Hall of Famer Brian Urlacher.
-
E.
Lovington
Lovington is a small city in southeastern New Mexico that serves as the administrative and economic center of Lea County.
- 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_69d86d9cdb648190bf3171be0bd7d872 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fd3614481908b2694b1d3550058 |
completed | April 16, 2026, 2:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff82fed7888190b45f28ac91e0079e |
completed | May 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69ff83b7a534819090e24491579376c3 |
completed | May 9, 2026, 6:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff844fa00c8190a47eb46394db097b |
completed | May 9, 2026, 7 p.m. |
Created at: April 10, 2026, 4:46 a.m.