Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005412

The MH-36 locality cells most similar to this Dharashiv 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000023

distance 0.066 · cross-district

#2 · Beedcell 4700000033

distance 0.08 · cross-district

#3 · Dharashivcell 4880004737

distance 0.087

#4 · Beedcell 4700000160

distance 0.088 · cross-district

#5 · Laturcell 4810002052

distance 0.098 · cross-district

#6 · Laturcell 4810004254

distance 0.103 · cross-district

#7 · Beedcell 4700000150

distance 0.104 · cross-district

#8 · Dharashivcell 4880004827

distance 0.105

#9 · Beedcell 4700000021

distance 0.113 · cross-district

#10 · Laturcell 4810001948

distance 0.114 · cross-district

#11 · Dharashivcell 4880005020

distance 0.114

#12 · Laturcell 4810001141

distance 0.116 · cross-district

#13 · Dharashivcell 4880004382

distance 0.12

#14 · Solapurcell 4960005376

distance 0.12 · cross-district

#15 · Laturcell 4810002135

distance 0.121 · cross-district

#16 · Beedcell 4700000049

distance 0.122 · cross-district

#17 · Dharashivcell 4880004464

distance 0.122

#18 · Laturcell 4810002394

distance 0.123 · 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":488,"cluster_id":4880005412}}}'

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.