Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002190

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003468

distance 0.174

#2 · Parbhanicell 4890002418

distance 0.178

#3 · Parbhanicell 4890001744

distance 0.179

#4 · Beedcell 4700004666

distance 0.179 · cross-district

#5 · Parbhanicell 4890002311

distance 0.188

#6 · Dharashivcell 4880006404

distance 0.19 · cross-district

#7 · Jalnacell 4790000059

distance 0.191 · cross-district

#8 · Parbhanicell 4890002273

distance 0.194

#9 · Jalnacell 4790001120

distance 0.196 · cross-district

#10 · Hingolicell 4770000823

distance 0.196 · cross-district

#11 · Beedcell 4700008510

distance 0.197 · cross-district

#12 · Parbhanicell 4890002091

distance 0.197

#13 · Parbhanicell 4890002750

distance 0.198

#14 · Parbhanicell 4890002081

distance 0.199

#15 · Parbhanicell 4890002163

distance 0.203

#16 · Parbhanicell 4890003333

distance 0.205

#17 · Dharashivcell 4880000152

distance 0.206 · cross-district

#18 · Parbhanicell 4890002353

distance 0.207

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":4890002190}}}'

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.