Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004813

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.363

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006354

distance 0.363

#2 · Sataracell 4940007847

distance 0.374

#3 · Sataracell 4940006679

distance 0.379

#4 · Sataracell 4940007848

distance 0.382

#5 · Sataracell 4940005072

distance 0.406

#6 · Nashikcell 4870006542

distance 0.442 · cross-district

#7 · Sataracell 4940005691

distance 0.444

#8 · Nashikcell 4870005956

distance 0.449 · cross-district

#9 · Punecell 4900013148

distance 0.451 · cross-district

#10 · Sataracell 4940007541

distance 0.452

#11 · Thanecell 4970000228

distance 0.455 · cross-district

#12 · Sataracell 4940007205

distance 0.463

#13 · Punecell 4900000320

distance 0.469 · cross-district

#14 · Bhandaracell 4710003400

distance 0.476 · cross-district

#15 · Gondiacell 4760002232

distance 0.48 · cross-district

#16 · Sataracell 4940004220

distance 0.48

#17 · Thanecell 4970001465

distance 0.481 · cross-district

#18 · Nashikcell 4870004628

distance 0.482 · 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":4940004813}}}'

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.