Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002014

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001843

distance 0.176

#2 · Parbhanicell 4890001763

distance 0.19

#3 · Parbhanicell 4890001679

distance 0.199

#4 · Parbhanicell 4890002485

distance 0.201

#5 · Parbhanicell 4890003327

distance 0.211

#6 · Parbhanicell 4890003336

distance 0.211

#7 · Parbhanicell 4890001934

distance 0.222

#8 · Parbhanicell 4890002027

distance 0.223

#9 · Parbhanicell 4890002012

distance 0.233

#10 · Parbhanicell 4890002251

distance 0.237

#11 · Parbhanicell 4890003163

distance 0.238

#12 · Parbhanicell 4890001750

distance 0.238

#13 · Parbhanicell 4890002422

distance 0.238

#14 · Parbhanicell 4890002513

distance 0.239

#15 · Parbhanicell 4890001939

distance 0.239

#16 · Parbhanicell 4890003165

distance 0.24

#17 · Parbhanicell 4890002003

distance 0.241

#18 · Parbhanicell 4890002424

distance 0.241

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":4890002014}}}'

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.