Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001622

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

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001618

distance 0.081

#2 · Parbhanicell 4890001532

distance 0.083

#3 · Parbhanicell 4890001626

distance 0.108

#4 · Parbhanicell 4890001616

distance 0.114

#5 · Parbhanicell 4890001315

distance 0.115

#6 · Laturcell 4810005579

distance 0.119 · cross-district

#7 · Parbhanicell 4890001531

distance 0.119

#8 · Parbhanicell 4890001452

distance 0.124

#9 · Parbhanicell 4890001615

distance 0.127

#10 · Parbhanicell 4890001623

distance 0.127

#11 · Parbhanicell 4890001380

distance 0.13

#12 · Parbhanicell 4890001530

distance 0.13

#13 · Parbhanicell 4890001533

distance 0.133

#14 · Parbhanicell 4890001624

distance 0.136

#15 · Parbhanicell 4890001619

distance 0.137

#16 · Parbhanicell 4890000609

distance 0.139

#17 · Parbhanicell 4890001313

distance 0.143

#18 · Parbhanicell 4890001529

distance 0.147

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":4890001622}}}'

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.