Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004091

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

0.346

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002144

distance 0.346

#2 · Nashikcell 4870001431

distance 0.408 · cross-district

#3 · Sataracell 4940002833

distance 0.417

#4 · Nandurbarcell 4860003821

distance 0.443 · cross-district

#5 · Sataracell 4940001567

distance 0.446

#6 · Nashikcell 4870008485

distance 0.448 · cross-district

#7 · Ahmednagarcell 4660012440

distance 0.456 · cross-district

#8 · Nashikcell 4870008766

distance 0.46 · cross-district

#9 · Nashikcell 4870010401

distance 0.462 · cross-district

#10 · Nandurbarcell 4860003618

distance 0.463 · cross-district

#11 · Sataracell 4940000626

distance 0.465

#12 · Nandurbarcell 4860003755

distance 0.467 · cross-district

#13 · Ahmednagarcell 4660011293

distance 0.469 · cross-district

#14 · Ahmednagarcell 4660010507

distance 0.47 · cross-district

#15 · Ahmednagarcell 4660008974

distance 0.47 · cross-district

#16 · Sataracell 4940001550

distance 0.473

#17 · Ahmednagarcell 4660010992

distance 0.474 · cross-district

#18 · Sataracell 4940000808

distance 0.474

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":4940004091}}}'

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.