Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001403

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002738

distance 0.169 · cross-district

#2 · Buldhanacell 4720003109

distance 0.197 · cross-district

#3 · Beedcell 4700008447

distance 0.199 · cross-district

#4 · Jalnacell 4790001478

distance 0.201

#5 · Jalnacell 4790001177

distance 0.203

#6 · Buldhanacell 4720002652

distance 0.204 · cross-district

#7 · Buldhanacell 4720000029

distance 0.21 · cross-district

#8 · Parbhanicell 4890002815

distance 0.212 · cross-district

#9 · Dharashivcell 4880000714

distance 0.214 · cross-district

#10 · Dharashivcell 4880000276

distance 0.215 · cross-district

#11 · Beedcell 4700001182

distance 0.217 · cross-district

#12 · Beedcell 4700002911

distance 0.217 · cross-district

#13 · Dharashivcell 4880000429

distance 0.221 · cross-district

#14 · Ahmednagarcell 4660011746

distance 0.222 · cross-district

#15 · Beedcell 4700000584

distance 0.223 · cross-district

#16 · Nandedcell 4850002773

distance 0.223 · cross-district

#17 · Jalnacell 4790000680

distance 0.224

#18 · Dharashivcell 4880000943

distance 0.224 · 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":479,"cluster_id":4790001403}}}'

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.