Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002410

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002230

distance 0.164

#2 · Parbhanicell 4890003090

distance 0.164

#3 · Parbhanicell 4890002149

distance 0.166

#4 · Chhatrapati Sambhajinagarcell 4690000249

distance 0.181 · cross-district

#5 · Jalnacell 4790000630

distance 0.185 · cross-district

#6 · Parbhanicell 4890003376

distance 0.189

#7 · Chhatrapati Sambhajinagarcell 4690004064

distance 0.189 · cross-district

#8 · Beedcell 4700006663

distance 0.189 · cross-district

#9 · Jalnacell 4790001712

distance 0.192 · cross-district

#10 · Beedcell 4700006243

distance 0.193 · cross-district

#11 · Beedcell 4700006807

distance 0.194 · cross-district

#12 · Parbhanicell 4890002248

distance 0.194

#13 · Parbhanicell 4890001999

distance 0.196

#14 · Parbhanicell 4890002965

distance 0.196

#15 · Beedcell 4700006089

distance 0.199 · cross-district

#16 · Parbhanicell 4890002501

distance 0.2

#17 · Beedcell 4700006116

distance 0.201 · cross-district

#18 · Beedcell 4700006092

distance 0.202 · 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":4890002410}}}'

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.