Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003653

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003412

distance 0.187 · cross-district

#2 · Jalnacell 4790001745

distance 0.19 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001905

distance 0.197 · cross-district

#4 · Wardhacell 4980003529

distance 0.2 · cross-district

#5 · Nagpurcell 4840003454

distance 0.201 · cross-district

#6 · Jalnacell 4790003250

distance 0.207 · cross-district

#7 · Jalnacell 4790003163

distance 0.21 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000894

distance 0.219 · cross-district

#9 · Parbhanicell 4890003939

distance 0.22

#10 · Chhatrapati Sambhajinagarcell 4690001898

distance 0.221 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001735

distance 0.222 · cross-district

#12 · Parbhanicell 4890003665

distance 0.225

#13 · Parbhanicell 4890003763

distance 0.226

#14 · Hingolicell 4770003628

distance 0.227 · cross-district

#15 · Parbhanicell 4890003264

distance 0.227

#16 · Jalnacell 4790001062

distance 0.228 · cross-district

#17 · Wardhacell 4980003869

distance 0.229 · cross-district

#18 · Parbhanicell 4890004098

distance 0.229

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":4890003653}}}'

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.