Triple
T9481564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davenport, California |
E228651
|
entity |
| Predicate | cementPlantLaterOperatedBy |
P81311
|
FINISHED |
| Object |
Cemex
Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
|
E803063
|
NE FINISHED |
How this triple was built (5 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: Cemex | Statement: [Davenport, California, cementPlantLaterOperatedBy, Cemex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cemex Context triple: [Davenport, California, cementPlantLaterOperatedBy, Cemex]
-
A.
Holcim
Holcim is a global leader in innovative and sustainable building materials and construction solutions.
-
B.
UltraTech Cement
UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
-
C.
Hochtief
Hochtief is a major German-based global construction group known for large-scale infrastructure, engineering, and building projects worldwide.
-
D.
Los Cedros S.A.
Los Cedros S.A. was an Argentine company known for producing the Heinkel Kabine microcar under license.
-
E.
Bechtel Corporation
Bechtel Corporation is a major American engineering, construction, and project management company known for large-scale infrastructure and energy projects worldwide.
- 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: Cemex Triple: [Davenport, California, cementPlantLaterOperatedBy, Cemex]
Generated description
Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cemex Target entity description: Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
-
A.
Holcim
Holcim is a global leader in innovative and sustainable building materials and construction solutions.
-
B.
UltraTech Cement
UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
-
C.
Hochtief
Hochtief is a major German-based global construction group known for large-scale infrastructure, engineering, and building projects worldwide.
-
D.
Los Cedros S.A.
Los Cedros S.A. was an Argentine company known for producing the Heinkel Kabine microcar under license.
-
E.
Bechtel Corporation
Bechtel Corporation is a major American engineering, construction, and project management company known for large-scale infrastructure and energy projects worldwide.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: cementPlantLaterOperatedBy Context triple: [Davenport, California, cementPlantLaterOperatedBy, Cemex]
-
A.
hasIndustrialPlant
Indicates that an entity possesses, operates, or is associated with an industrial plant facility.
-
B.
laterOperatedUnder
chosen
Indicates that an entity, after an earlier period, was subsequently managed, controlled, or conducted under a different name, organization, framework, or operational context.
-
C.
formerlyOperatedBy
Indicates that an entity was previously operated or managed by another entity, but is no longer under that operation.
-
D.
powerplantManufacturer
Indicates that one entity is the company or organization responsible for manufacturing or producing the power plant associated with another entity.
-
E.
ceasedOperation
Indicates that an entity has stopped functioning, operating, or carrying out its activities, typically in a permanent or indefinite manner.
- F. None of above.
Provenance (6 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_69ca84730a5081908de282651019bf2f |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd804af6d08190a281cb27407c791c |
completed | April 1, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cfebb6c8190af3296c7bfd8b3e4 |
completed | April 4, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69d12eba9968819085b9ec027c6e2814 |
completed | April 4, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12f1ccad08190907b812a12efa65b |
completed | April 4, 2026, 3:32 p.m. |
| PD | Predicate disambiguation | batch_69cca561e6b0819090aa795f3c3a2083 |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:55 p.m.