Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003027

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002046

distance 0.172

#2 · Parbhanicell 4890001879

distance 0.185

#3 · Parbhanicell 4890002531

distance 0.194

#4 · Parbhanicell 4890001700

distance 0.196

#5 · Parbhanicell 4890001695

distance 0.197

#6 · Hingolicell 4770000900

distance 0.203 · cross-district

#7 · Parbhanicell 4890002193

distance 0.203

#8 · Akolacell 4670003441

distance 0.208 · cross-district

#9 · Nagpurcell 4840003008

distance 0.209 · cross-district

#10 · Parbhanicell 4890003538

distance 0.213

#11 · Parbhanicell 4890003664

distance 0.216

#12 · Parbhanicell 4890002869

distance 0.218

#13 · Ahmednagarcell 4660012383

distance 0.218 · cross-district

#14 · Parbhanicell 4890001751

distance 0.222

#15 · Akolacell 4670001285

distance 0.223 · cross-district

#16 · Washimcell 4990001770

distance 0.223 · cross-district

#17 · Yavatmalcell 5000002629

distance 0.223 · cross-district

#18 · Chandrapurcell 4730001568

distance 0.224 · 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":4890003027}}}'

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.