Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001795

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000199

distance 0.218 · cross-district

#2 · Parbhanicell 4890003036

distance 0.224

#3 · Parbhanicell 4890001879

distance 0.258

#4 · Parbhanicell 4890001704

distance 0.262

#5 · Yavatmalcell 5000003250

distance 0.264 · cross-district

#6 · Parbhanicell 4890002604

distance 0.271

#7 · Hingolicell 4770000082

distance 0.276 · cross-district

#8 · Parbhanicell 4890002291

distance 0.276

#9 · Laturcell 4810001922

distance 0.277 · cross-district

#10 · Amravaticell 4680001436

distance 0.277 · cross-district

#11 · Parbhanicell 4890001873

distance 0.277

#12 · Amravaticell 4680007503

distance 0.278 · cross-district

#13 · Jalgaoncell 4780004961

distance 0.279 · cross-district

#14 · Nagpurcell 4840002990

distance 0.279 · cross-district

#15 · Hingolicell 4770000846

distance 0.28 · cross-district

#16 · Chandrapurcell 4730002388

distance 0.283 · cross-district

#17 · Jalgaoncell 4780004463

distance 0.285 · cross-district

#18 · Laturcell 4810001921

distance 0.285 · 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":4890001795}}}'

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.