Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002412

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001846

distance 0.151

#2 · Parbhanicell 4890002403

distance 0.154

#3 · Parbhanicell 4890002716

distance 0.159

#4 · Parbhanicell 4890002160

distance 0.164

#5 · Parbhanicell 4890002647

distance 0.167

#6 · Parbhanicell 4890002817

distance 0.167

#7 · Parbhanicell 4890003075

distance 0.168

#8 · Parbhanicell 4890001982

distance 0.169

#9 · Parbhanicell 4890002330

distance 0.17

#10 · Hingolicell 4770003586

distance 0.17 · cross-district

#11 · Parbhanicell 4890002475

distance 0.171

#12 · Parbhanicell 4890002919

distance 0.172

#13 · Washimcell 4990000905

distance 0.172 · cross-district

#14 · Parbhanicell 4890002091

distance 0.173

#15 · Parbhanicell 4890002582

distance 0.174

#16 · Parbhanicell 4890003248

distance 0.174

#17 · Washimcell 4990001082

distance 0.176 · cross-district

#18 · Parbhanicell 4890001654

distance 0.177

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":4890002412}}}'

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.