Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001740

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002076

distance 0.114

#2 · Parbhanicell 4890003154

distance 0.12

#3 · Parbhanicell 4890002158

distance 0.148

#4 · Parbhanicell 4890003256

distance 0.164

#5 · Parbhanicell 4890002986

distance 0.168

#6 · Parbhanicell 4890002571

distance 0.18

#7 · Parbhanicell 4890000973

distance 0.183

#8 · Beedcell 4700007038

distance 0.184 · cross-district

#9 · Parbhanicell 4890002554

distance 0.186

#10 · Parbhanicell 4890002183

distance 0.196

#11 · Beedcell 4700006709

distance 0.196 · cross-district

#12 · Parbhanicell 4890002913

distance 0.196

#13 · Parbhanicell 4890002580

distance 0.197

#14 · Parbhanicell 4890002660

distance 0.199

#15 · Beedcell 4700006781

distance 0.2 · cross-district

#16 · Parbhanicell 4890003335

distance 0.202

#17 · Parbhanicell 4890001642

distance 0.204

#18 · Dharashivcell 4880001786

distance 0.206 · 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":4890001740}}}'

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.