Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001426

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001304

distance 0.29

#2 · Sataracell 4940001582

distance 0.299

#3 · Sataracell 4940003077

distance 0.326

#4 · Buldhanacell 4720007682

distance 0.334 · cross-district

#5 · Sanglicell 4930006744

distance 0.335 · cross-district

#6 · Sataracell 4940002969

distance 0.349

#7 · Sataracell 4940001133

distance 0.354

#8 · Kolhapurcell 4800005956

distance 0.356 · cross-district

#9 · Sataracell 4940001362

distance 0.356

#10 · Sataracell 4940000945

distance 0.365

#11 · Sataracell 4940001880

distance 0.366

#12 · Sataracell 4940001508

distance 0.368

#13 · Akolacell 4670004600

distance 0.369 · cross-district

#14 · Akolacell 4670004197

distance 0.373 · cross-district

#15 · Sataracell 4940005358

distance 0.374

#16 · Sataracell 4940002976

distance 0.374

#17 · Sataracell 4940001495

distance 0.375

#18 · Sataracell 4940000889

distance 0.376

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940001426}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.