Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002677

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003336

distance 0.209

#2 · Parbhanicell 4890003408

distance 0.217

#3 · Parbhanicell 4890002417

distance 0.224

#4 · Parbhanicell 4890003385

distance 0.232

#5 · Parbhanicell 4890002939

distance 0.233

#6 · Parbhanicell 4890002025

distance 0.237

#7 · Parbhanicell 4890002513

distance 0.24

#8 · Parbhanicell 4890002251

distance 0.243

#9 · Parbhanicell 4890002938

distance 0.244

#10 · Ahmednagarcell 4660009270

distance 0.255 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001239

distance 0.257 · cross-district

#12 · Parbhanicell 4890002424

distance 0.258

#13 · Parbhanicell 4890001750

distance 0.259

#14 · Parbhanicell 4890002116

distance 0.259

#15 · Parbhanicell 4890002502

distance 0.26

#16 · Ahmednagarcell 4660011266

distance 0.26 · cross-district

#17 · Beedcell 4700008388

distance 0.261 · cross-district

#18 · Parbhanicell 4890001673

distance 0.263

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":4890002677}}}'

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.