Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000968

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006736

distance 0.09 · cross-district

#2 · Beedcell 4700007089

distance 0.092 · cross-district

#3 · Parbhanicell 4890001025

distance 0.093

#4 · Parbhanicell 4890000792

distance 0.109

#5 · Parbhanicell 4890001093

distance 0.113

#6 · Parbhanicell 4890001407

distance 0.114

#7 · Parbhanicell 4890001563

distance 0.121

#8 · Parbhanicell 4890001486

distance 0.126

#9 · Beedcell 4700006605

distance 0.129 · cross-district

#10 · Parbhanicell 4890000790

distance 0.129

#11 · Parbhanicell 4890001277

distance 0.13

#12 · Parbhanicell 4890001562

distance 0.131

#13 · Parbhanicell 4890001215

distance 0.131

#14 · Parbhanicell 4890000791

distance 0.131

#15 · Parbhanicell 4890000732

distance 0.133

#16 · Parbhanicell 4890000733

distance 0.134

#17 · Parbhanicell 4890001028

distance 0.134

#18 · Parbhanicell 4890001276

distance 0.135

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":4890000968}}}'

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.