Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000256

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.362

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006428

distance 0.362 · cross-district

#2 · Sataracell 4940000132

distance 0.387

#3 · Sataracell 4940000297

distance 0.39

#4 · Sataracell 4940000043

distance 0.393

#5 · Nashikcell 4870012480

distance 0.405 · cross-district

#6 · Sanglicell 4930004488

distance 0.411 · cross-district

#7 · Sataracell 4940000693

distance 0.415

#8 · Sataracell 4940004966

distance 0.416

#9 · Buldhanacell 4720004558

distance 0.42 · cross-district

#10 · Sataracell 4940000576

distance 0.427

#11 · Sanglicell 4930002813

distance 0.427 · cross-district

#12 · Nashikcell 4870012430

distance 0.428 · cross-district

#13 · Nashikcell 4870012508

distance 0.43 · cross-district

#14 · Nashikcell 4870008210

distance 0.432 · cross-district

#15 · Sataracell 4940000638

distance 0.432

#16 · Buldhanacell 4720003815

distance 0.433 · cross-district

#17 · Sataracell 4940000212

distance 0.433

#18 · Kolhapurcell 4800006315

distance 0.433 · cross-district

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":4940000256}}}'

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.