Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003263

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002169

distance 0.119

#2 · Parbhanicell 4890003017

distance 0.142

#3 · Parbhanicell 4890002354

distance 0.147

#4 · Parbhanicell 4890002343

distance 0.157

#5 · Parbhanicell 4890003338

distance 0.159

#6 · Parbhanicell 4890002108

distance 0.163

#7 · Parbhanicell 4890003162

distance 0.163

#8 · Parbhanicell 4890003018

distance 0.167

#9 · Parbhanicell 4890002416

distance 0.169

#10 · Parbhanicell 4890002920

distance 0.171

#11 · Parbhanicell 4890002246

distance 0.173

#12 · Parbhanicell 4890003015

distance 0.176

#13 · Parbhanicell 4890001685

distance 0.176

#14 · Parbhanicell 4890001847

distance 0.176

#15 · Parbhanicell 4890002096

distance 0.181

#16 · Parbhanicell 4890001766

distance 0.184

#17 · Parbhanicell 4890001771

distance 0.186

#18 · Parbhanicell 4890002602

distance 0.191

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":4890003263}}}'

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.