Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002829

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006487

distance 0.308

#2 · Sataracell 4940003270

distance 0.334

#3 · Nashikcell 4870012609

distance 0.345 · cross-district

#4 · Nashikcell 4870013430

distance 0.359 · cross-district

#5 · Nashikcell 4870008902

distance 0.361 · cross-district

#6 · Nashikcell 4870000032

distance 0.362 · cross-district

#7 · Nashikcell 4870008901

distance 0.372 · cross-district

#8 · Dhulecell 4740000630

distance 0.374 · cross-district

#9 · Nashikcell 4870012283

distance 0.379 · cross-district

#10 · Nashikcell 4870012837

distance 0.38 · cross-district

#11 · Nashikcell 4870012836

distance 0.38 · cross-district

#12 · Nashikcell 4870013265

distance 0.381 · cross-district

#13 · Nashikcell 4870000017

distance 0.386 · cross-district

#14 · Sataracell 4940002830

distance 0.391

#15 · Nashikcell 4870013429

distance 0.391 · cross-district

#16 · Nashikcell 4870000004

distance 0.395 · cross-district

#17 · Nandurbarcell 4860003485

distance 0.405 · cross-district

#18 · Ahmednagarcell 4660012698

distance 0.408 · 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":4940002829}}}'

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.