Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004875

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004735

distance 0.137

#2 · Hingolicell 4770001456

distance 0.144 · cross-district

#3 · Parbhanicell 4890004830

distance 0.146

#4 · Parbhanicell 4890004877

distance 0.151

#5 · Parbhanicell 4890004828

distance 0.152

#6 · Hingolicell 4770000585

distance 0.154 · cross-district

#7 · Hingolicell 4770001736

distance 0.162 · cross-district

#8 · Hingolicell 4770000735

distance 0.162 · cross-district

#9 · Parbhanicell 4890004411

distance 0.165

#10 · Parbhanicell 4890004876

distance 0.167

#11 · Hingolicell 4770000796

distance 0.17 · cross-district

#12 · Parbhanicell 4890004821

distance 0.17

#13 · Parbhanicell 4890004966

distance 0.172

#14 · Parbhanicell 4890004831

distance 0.173

#15 · Hingolicell 4770000686

distance 0.174 · cross-district

#16 · Hingolicell 4770000633

distance 0.175 · cross-district

#17 · Hingolicell 4770000990

distance 0.176 · cross-district

#18 · Hingolicell 4770001397

distance 0.176 · 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":4890004875}}}'

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.