Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003239

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003238

distance 0.11

#2 · Parbhanicell 4890002827

distance 0.132

#3 · Parbhanicell 4890002566

distance 0.134

#4 · Parbhanicell 4890003576

distance 0.135

#5 · Parbhanicell 4890003183

distance 0.141

#6 · Parbhanicell 4890002162

distance 0.142

#7 · Parbhanicell 4890002068

distance 0.145

#8 · Parbhanicell 4890002414

distance 0.152

#9 · Beedcell 4700008387

distance 0.154 · cross-district

#10 · Parbhanicell 4890002832

distance 0.154

#11 · Parbhanicell 4890003513

distance 0.155

#12 · Parbhanicell 4890003512

distance 0.157

#13 · Parbhanicell 4890002916

distance 0.159

#14 · Chhatrapati Sambhajinagarcell 4690000125

distance 0.159 · cross-district

#15 · Parbhanicell 4890002999

distance 0.16

#16 · Parbhanicell 4890003079

distance 0.161

#17 · Parbhanicell 4890003130

distance 0.161

#18 · Parbhanicell 4890001732

distance 0.162

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":4890003239}}}'

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.