Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003795

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001177

distance 0.146 · cross-district

#2 · Jalnacell 4790002039

distance 0.161 · cross-district

#3 · Jalnacell 4790001708

distance 0.163 · cross-district

#4 · Beedcell 4700002080

distance 0.167 · cross-district

#5 · Beedcell 4700000207

distance 0.169 · cross-district

#6 · Parbhanicell 4890003672

distance 0.176

#7 · Beedcell 4700000204

distance 0.176 · cross-district

#8 · Jalnacell 4790004419

distance 0.18 · cross-district

#9 · Parbhanicell 4890002815

distance 0.182

#10 · Parbhanicell 4890004666

distance 0.183

#11 · Parbhanicell 4890001638

distance 0.19

#12 · Parbhanicell 4890001083

distance 0.192

#13 · Beedcell 4700007716

distance 0.2 · cross-district

#14 · Beedcell 4700007645

distance 0.201 · cross-district

#15 · Beedcell 4700000906

distance 0.202 · cross-district

#16 · Solapurcell 4960001336

distance 0.205 · cross-district

#17 · Beedcell 4700008278

distance 0.208 · cross-district

#18 · Solapurcell 4960001227

distance 0.208 · 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":4890003795}}}'

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.