Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780009708

The MH-36 locality cells most similar to this Jalgaon 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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780009712

distance 0.126

#2 · Jalgaoncell 4780009902

distance 0.186

#3 · Jalgaoncell 4780009982

distance 0.207

#4 · Jalgaoncell 4780009709

distance 0.212

#5 · Jalgaoncell 4780009805

distance 0.229

#6 · Jalgaoncell 4780009806

distance 0.229

#7 · Jalgaoncell 4780009594

distance 0.235

#8 · Jalgaoncell 4780010069

distance 0.235

#9 · Jalgaoncell 4780009700

distance 0.235

#10 · Amravaticell 4680005204

distance 0.237 · cross-district

#11 · Jalgaoncell 4780010070

distance 0.237

#12 · Jalgaoncell 4780009807

distance 0.24

#13 · Jalgaoncell 4780010065

distance 0.241

#14 · Jalgaoncell 4780010071

distance 0.243

#15 · Jalgaoncell 4780009892

distance 0.244

#16 · Jalgaoncell 4780010009

distance 0.245

#17 · Jalgaoncell 4780010062

distance 0.249

#18 · Jalgaoncell 4780009988

distance 0.249

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":478,"cluster_id":4780009708}}}'

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.