Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003269

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003109

distance 0.102

#2 · Parbhanicell 4890003029

distance 0.135

#3 · Hingolicell 4770003896

distance 0.135 · cross-district

#4 · Parbhanicell 4890003118

distance 0.147

#5 · Parbhanicell 4890003189

distance 0.15

#6 · Parbhanicell 4890003268

distance 0.159

#7 · Parbhanicell 4890003034

distance 0.163

#8 · Parbhanicell 4890002775

distance 0.169

#9 · Parbhanicell 4890003193

distance 0.175

#10 · Parbhanicell 4890003030

distance 0.175

#11 · Parbhanicell 4890002784

distance 0.181

#12 · Hingolicell 4770000036

distance 0.185 · cross-district

#13 · Parbhanicell 4890002454

distance 0.185

#14 · Parbhanicell 4890002294

distance 0.19

#15 · Laturcell 4810005384

distance 0.197 · cross-district

#16 · Jalgaoncell 4780003961

distance 0.198 · cross-district

#17 · Beedcell 4700007051

distance 0.2 · cross-district

#18 · Laturcell 4810005524

distance 0.201 · 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":4890003269}}}'

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.