Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004270

The MH-36 locality cells most similar to this Parbhani 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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002257

distance 0.151 · cross-district

#2 · Solapurcell 4960007613

distance 0.178 · cross-district

#3 · Parbhanicell 4890004223

distance 0.18

#4 · Solapurcell 4960002853

distance 0.184 · cross-district

#5 · Parbhanicell 4890004222

distance 0.188

#6 · Amravaticell 4680001247

distance 0.189 · cross-district

#7 · Solapurcell 4960002045

distance 0.191 · cross-district

#8 · Solapurcell 4960006565

distance 0.192 · cross-district

#9 · Jalnacell 4790002674

distance 0.193 · cross-district

#10 · Nagpurcell 4840004477

distance 0.197 · cross-district

#11 · Parbhanicell 4890004063

distance 0.197

#12 · Buldhanacell 4720005811

distance 0.198 · cross-district

#13 · Akolacell 4670000179

distance 0.199 · cross-district

#14 · Solapurcell 4960001666

distance 0.202 · cross-district

#15 · Jalnacell 4790000586

distance 0.203 · cross-district

#16 · Jalnacell 4790000864

distance 0.204 · cross-district

#17 · Solapurcell 4960007358

distance 0.205 · cross-district

#18 · Jalnacell 4790002328

distance 0.206 · 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":489,"cluster_id":4890004270}}}'

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.