Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001573

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001415

distance 0.138

#2 · Parbhanicell 4890004756

distance 0.15

#3 · Jalgaoncell 4780002366

distance 0.15 · cross-district

#4 · Parbhanicell 4890000681

distance 0.152

#5 · Chhatrapati Sambhajinagarcell 4690001962

distance 0.155 · cross-district

#6 · Beedcell 4700007154

distance 0.157 · cross-district

#7 · Parbhanicell 4890001570

distance 0.157

#8 · Chhatrapati Sambhajinagarcell 4690000568

distance 0.158 · cross-district

#9 · Dharashivcell 4880003733

distance 0.16 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000482

distance 0.16 · cross-district

#11 · Amravaticell 4680004754

distance 0.162 · cross-district

#12 · Akolacell 4670000321

distance 0.162 · cross-district

#13 · Parbhanicell 4890003803

distance 0.163

#14 · Amravaticell 4680004370

distance 0.163 · cross-district

#15 · Beedcell 4700004132

distance 0.164 · cross-district

#16 · Beedcell 4700007153

distance 0.164 · cross-district

#17 · Amravaticell 4680005526

distance 0.166 · cross-district

#18 · Jalgaoncell 4780002854

distance 0.166 · 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":4890001573}}}'

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.