Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000033

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000008

distance 0.06

#2 · Parbhanicell 4890000029

distance 0.101

#3 · Beedcell 4700001806

distance 0.108 · cross-district

#4 · Beedcell 4700002276

distance 0.111 · cross-district

#5 · Parbhanicell 4890000034

distance 0.116

#6 · Laturcell 4810005752

distance 0.122 · cross-district

#7 · Laturcell 4810005540

distance 0.124 · cross-district

#8 · Parbhanicell 4890000041

distance 0.13

#9 · Laturcell 4810005798

distance 0.131 · cross-district

#10 · Beedcell 4700001958

distance 0.133 · cross-district

#11 · Laturcell 4810006001

distance 0.134 · cross-district

#12 · Parbhanicell 4890000226

distance 0.135

#13 · Parbhanicell 4890000161

distance 0.138

#14 · Parbhanicell 4890000314

distance 0.141

#15 · Parbhanicell 4890000316

distance 0.142

#16 · Parbhanicell 4890000779

distance 0.142

#17 · Beedcell 4700001805

distance 0.145 · cross-district

#18 · Beedcell 4700001218

distance 0.148 · 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":4890000033}}}'

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.