Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001150

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004955

distance 0.148 · cross-district

#2 · Beedcell 4700004311

distance 0.154 · cross-district

#3 · Parbhanicell 4890003620

distance 0.159

#4 · Jalnacell 4790004472

distance 0.169 · cross-district

#5 · Beedcell 4700006426

distance 0.171 · cross-district

#6 · Buldhanacell 4720000404

distance 0.174 · cross-district

#7 · Parbhanicell 4890001823

distance 0.174

#8 · Buldhanacell 4720000878

distance 0.175 · cross-district

#9 · Solapurcell 4960007252

distance 0.178 · cross-district

#10 · Jalgaoncell 4780001416

distance 0.179 · cross-district

#11 · Parbhanicell 4890000568

distance 0.186

#12 · Solapurcell 4960007086

distance 0.186 · cross-district

#13 · Solapurcell 4960007353

distance 0.188 · cross-district

#14 · Parbhanicell 4890003929

distance 0.191

#15 · Parbhanicell 4890001208

distance 0.192

#16 · Amravaticell 4680001647

distance 0.193 · cross-district

#17 · Parbhanicell 4890003854

distance 0.194

#18 · Solapurcell 4960007878

distance 0.196 · 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":4890001150}}}'

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.