Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004151

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004538

distance 0.139

#2 · Parbhanicell 4890003725

distance 0.148

#3 · Parbhanicell 4890004671

distance 0.157

#4 · Parbhanicell 4890004096

distance 0.159

#5 · Jalnacell 4790001512

distance 0.161 · cross-district

#6 · Akolacell 4670004463

distance 0.165 · cross-district

#7 · Jalnacell 4790004172

distance 0.166 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000198

distance 0.17 · cross-district

#9 · Parbhanicell 4890003849

distance 0.171

#10 · Jalnacell 4790001743

distance 0.174 · cross-district

#11 · Parbhanicell 4890002029

distance 0.182

#12 · Parbhanicell 4890003781

distance 0.184

#13 · Akolacell 4670003843

distance 0.188 · cross-district

#14 · Akolacell 4670004596

distance 0.19 · cross-district

#15 · Parbhanicell 4890002195

distance 0.196

#16 · Akolacell 4670001278

distance 0.196 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001895

distance 0.199 · cross-district

#18 · Parbhanicell 4890003766

distance 0.2

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":4890004151}}}'

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.