Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003194

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002461

distance 0.191

#2 · Parbhanicell 4890003197

distance 0.216

#3 · Washimcell 4990004132

distance 0.233 · cross-district

#4 · Hingolicell 4770001150

distance 0.235 · cross-district

#5 · Chandrapurcell 4730001049

distance 0.244 · cross-district

#6 · Hingolicell 4770003897

distance 0.246 · cross-district

#7 · Yavatmalcell 5000010636

distance 0.248 · cross-district

#8 · Washimcell 4990003603

distance 0.251 · cross-district

#9 · Hingolicell 4770001091

distance 0.252 · cross-district

#10 · Yavatmalcell 5000011263

distance 0.253 · cross-district

#11 · Yavatmalcell 5000009723

distance 0.254 · cross-district

#12 · Washimcell 4990001092

distance 0.254 · cross-district

#13 · Parbhanicell 4890002380

distance 0.255

#14 · Hingolicell 4770001155

distance 0.259 · cross-district

#15 · Akolacell 4670003886

distance 0.263 · cross-district

#16 · Yavatmalcell 5000002105

distance 0.263 · cross-district

#17 · Akolacell 4670003149

distance 0.263 · cross-district

#18 · Yavatmalcell 5000010654

distance 0.266 · 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":4890003194}}}'

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.