Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002901

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002905

distance 0.119

#2 · Parbhanicell 4890002719

distance 0.121

#3 · Parbhanicell 4890002992

distance 0.135

#4 · Beedcell 4700007927

distance 0.148 · cross-district

#5 · Parbhanicell 4890002808

distance 0.15

#6 · Jalnacell 4790000627

distance 0.154 · cross-district

#7 · Beedcell 4700006292

distance 0.156 · cross-district

#8 · Beedcell 4700008094

distance 0.157 · cross-district

#9 · Solapurcell 4960005384

distance 0.158 · cross-district

#10 · Parbhanicell 4890002635

distance 0.16

#11 · Solapurcell 4960002188

distance 0.161 · cross-district

#12 · Beedcell 4700007930

distance 0.161 · cross-district

#13 · Beedcell 4700008377

distance 0.161 · cross-district

#14 · Parbhanicell 4890002816

distance 0.161

#15 · Jalnacell 4790001193

distance 0.162 · cross-district

#16 · Parbhanicell 4890003301

distance 0.162

#17 · Beedcell 4700008199

distance 0.162 · cross-district

#18 · Parbhanicell 4890003497

distance 0.163

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":4890002901}}}'

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.