Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008167

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002433

distance 0.338 · cross-district

#2 · Nashikcell 4870002241

distance 0.344 · cross-district

#3 · Ahmednagarcell 4660007731

distance 0.344 · cross-district

#4 · Ahmednagarcell 4660009330

distance 0.348 · cross-district

#5 · Sataracell 4940008802

distance 0.36

#6 · Sataracell 4940007016

distance 0.366

#7 · Sataracell 4940007236

distance 0.371

#8 · Ahmednagarcell 4660008667

distance 0.373 · cross-district

#9 · Ahmednagarcell 4660010989

distance 0.374 · cross-district

#10 · Ahmednagarcell 4660009666

distance 0.38 · cross-district

#11 · Ahmednagarcell 4660012715

distance 0.381 · cross-district

#12 · Ahmednagarcell 4660010656

distance 0.383 · cross-district

#13 · Ahmednagarcell 4660010502

distance 0.384 · cross-district

#14 · Ahmednagarcell 4660010508

distance 0.386 · cross-district

#15 · Ahmednagarcell 4660011310

distance 0.387 · cross-district

#16 · Ahmednagarcell 4660005047

distance 0.39 · cross-district

#17 · Sataracell 4940007250

distance 0.392

#18 · Ahmednagarcell 4660009155

distance 0.394 · 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":4940008167}}}'

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.