Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000972

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006466

distance 0.104 · cross-district

#2 · Parbhanicell 4890003163

distance 0.152

#3 · Buldhanacell 4720000938

distance 0.16 · cross-district

#4 · Solapurcell 4960009055

distance 0.16 · cross-district

#5 · Solapurcell 4960004248

distance 0.165 · cross-district

#6 · Parbhanicell 4890005245

distance 0.166

#7 · Beedcell 4700006011

distance 0.168 · cross-district

#8 · Jalnacell 4790006442

distance 0.168 · cross-district

#9 · Beedcell 4700005731

distance 0.169 · cross-district

#10 · Parbhanicell 4890001671

distance 0.174

#11 · Chhatrapati Sambhajinagarcell 4690003230

distance 0.176 · cross-district

#12 · Parbhanicell 4890001924

distance 0.177

#13 · Dharashivcell 4880001952

distance 0.179 · cross-district

#14 · Solapurcell 4960003128

distance 0.179 · cross-district

#15 · Jalnacell 4790002730

distance 0.181 · cross-district

#16 · Buldhanacell 4720001460

distance 0.182 · cross-district

#17 · Parbhanicell 4890002010

distance 0.183

#18 · Beedcell 4700008258

distance 0.184 · 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":4890000972}}}'

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.