Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000003

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000018

distance 0.293

#2 · Sanglicell 4930002654

distance 0.338 · cross-district

#3 · Nashikcell 4870000265

distance 0.347 · cross-district

#4 · Sataracell 4940007618

distance 0.366

#5 · Sataracell 4940000990

distance 0.371

#6 · Jalgaoncell 4780008777

distance 0.374 · cross-district

#7 · Ahmednagarcell 4660004252

distance 0.375 · cross-district

#8 · Sataracell 4940005576

distance 0.385

#9 · Ahmednagarcell 4660013990

distance 0.385 · cross-district

#10 · Nashikcell 4870002754

distance 0.39 · cross-district

#11 · Sataracell 4940000485

distance 0.392

#12 · Kolhapurcell 4800002679

distance 0.394 · cross-district

#13 · Solapurcell 4960008135

distance 0.395 · cross-district

#14 · Beedcell 4700003310

distance 0.395 · cross-district

#15 · Solapurcell 4960011639

distance 0.397 · cross-district

#16 · Nashikcell 4870000443

distance 0.398 · cross-district

#17 · Beedcell 4700005833

distance 0.399 · cross-district

#18 · Ahmednagarcell 4660014485

distance 0.399 · 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":4940000003}}}'

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.