Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001487

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

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002933

distance 0.254

#2 · Nandurbarcell 4860000385

distance 0.297 · cross-district

#3 · Sataracell 4940002935

distance 0.3

#4 · Sataracell 4940002944

distance 0.306

#5 · Sataracell 4940002265

distance 0.333

#6 · Nashikcell 4870012374

distance 0.333 · cross-district

#7 · Sataracell 4940001283

distance 0.336

#8 · Kolhapurcell 4800006355

distance 0.336 · cross-district

#9 · Dhulecell 4740002677

distance 0.337 · cross-district

#10 · Sataracell 4940001555

distance 0.338

#11 · Sataracell 4940001100

distance 0.339

#12 · Dhulecell 4740002055

distance 0.34 · cross-district

#13 · Nashikcell 4870013365

distance 0.347 · cross-district

#14 · Sataracell 4940003385

distance 0.35

#15 · Nandurbarcell 4860002892

distance 0.358 · cross-district

#16 · Sataracell 4940006683

distance 0.359

#17 · Nashikcell 4870010765

distance 0.36 · cross-district

#18 · Dhulecell 4740002769

distance 0.362 · 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":4940001487}}}'

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.