Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002213

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002705

distance 0.212

#2 · Parbhanicell 4890002215

distance 0.218

#3 · Hingolicell 4770004010

distance 0.226 · cross-district

#4 · Hingolicell 4770003914

distance 0.231 · cross-district

#5 · Parbhanicell 4890002539

distance 0.232

#6 · Hingolicell 4770003963

distance 0.233 · cross-district

#7 · Parbhanicell 4890002623

distance 0.24

#8 · Chandrapurcell 4730000699

distance 0.248 · cross-district

#9 · Parbhanicell 4890003343

distance 0.249

#10 · Akolacell 4670004145

distance 0.254 · cross-district

#11 · Nagpurcell 4840001896

distance 0.256 · cross-district

#12 · Nagpurcell 4840007721

distance 0.258 · cross-district

#13 · Akolacell 4670003401

distance 0.259 · cross-district

#14 · Parbhanicell 4890002296

distance 0.261

#15 · Jalgaoncell 4780006639

distance 0.262 · cross-district

#16 · Gondiacell 4760000034

distance 0.263 · cross-district

#17 · Chandrapurcell 4730000789

distance 0.263 · cross-district

#18 · Parbhanicell 4890003116

distance 0.265

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":4890002213}}}'

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.