Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002698

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

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002369

distance 0.078

#2 · Parbhanicell 4890002452

distance 0.083

#3 · Hingolicell 4770000081

distance 0.105 · cross-district

#4 · Parbhanicell 4890001877

distance 0.108

#5 · Hingolicell 4770000132

distance 0.116 · cross-district

#6 · Hingolicell 4770000107

distance 0.128 · cross-district

#7 · Parbhanicell 4890002781

distance 0.131

#8 · Hingolicell 4770000182

distance 0.133 · cross-district

#9 · Parbhanicell 4890002697

distance 0.134

#10 · Hingolicell 4770000599

distance 0.135 · cross-district

#11 · Hingolicell 4770000106

distance 0.136 · cross-district

#12 · Parbhanicell 4890002128

distance 0.137

#13 · Hingolicell 4770000455

distance 0.138 · cross-district

#14 · Hingolicell 4770000275

distance 0.139 · cross-district

#15 · Parbhanicell 4890002862

distance 0.143

#16 · Parbhanicell 4890002533

distance 0.143

#17 · Parbhanicell 4890002696

distance 0.149

#18 · Hingolicell 4770000038

distance 0.149 · 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":4890002698}}}'

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.