Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002302

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001801

distance 0.103

#2 · Parbhanicell 4890002382

distance 0.108

#3 · Parbhanicell 4890002546

distance 0.109

#4 · Parbhanicell 4890002053

distance 0.119

#5 · Parbhanicell 4890002708

distance 0.122

#6 · Parbhanicell 4890002052

distance 0.126

#7 · Parbhanicell 4890001968

distance 0.128

#8 · Parbhanicell 4890002381

distance 0.13

#9 · Parbhanicell 4890001967

distance 0.132

#10 · Parbhanicell 4890002299

distance 0.138

#11 · Parbhanicell 4890002134

distance 0.142

#12 · Parbhanicell 4890001549

distance 0.142

#13 · Parbhanicell 4890002383

distance 0.152

#14 · Parbhanicell 4890002627

distance 0.162

#15 · Parbhanicell 4890001331

distance 0.162

#16 · Jalgaoncell 4780009011

distance 0.165 · cross-district

#17 · Parbhanicell 4890001632

distance 0.172

#18 · Jalgaoncell 4780008807

distance 0.18 · cross-district

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":4890002302}}}'

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.