Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001488

The MH-36 locality cells most similar to this Jalna 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000449

distance 0.199 · cross-district

#2 · Jalnacell 4790002395

distance 0.209

#3 · Solapurcell 4960005250

distance 0.217 · cross-district

#4 · Jalnacell 4790002044

distance 0.224

#5 · Dharashivcell 4880001011

distance 0.224 · cross-district

#6 · Jalnacell 4790001340

distance 0.228

#7 · Jalnacell 4790001951

distance 0.229

#8 · Buldhanacell 4720001441

distance 0.233 · cross-district

#9 · Ahmednagarcell 4660013064

distance 0.235 · cross-district

#10 · Jalnacell 4790003023

distance 0.236

#11 · Beedcell 4700007986

distance 0.236 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000253

distance 0.237 · cross-district

#13 · Ahmednagarcell 4660012681

distance 0.238 · cross-district

#14 · Solapurcell 4960005401

distance 0.239 · cross-district

#15 · Buldhanacell 4720001646

distance 0.239 · cross-district

#16 · Beedcell 4700000936

distance 0.24 · cross-district

#17 · Jalnacell 4790002536

distance 0.246

#18 · Jalnacell 4790000489

distance 0.246

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":479,"cluster_id":4790001488}}}'

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.