Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002952

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003329

distance 0.203

#2 · Laturcell 4810001513

distance 0.207 · cross-district

#3 · Laturcell 4810000924

distance 0.209 · cross-district

#4 · Dharashivcell 4880003327

distance 0.213

#5 · Dharashivcell 4880003130

distance 0.22

#6 · Dharashivcell 4880003038

distance 0.233

#7 · Dharashivcell 4880003568

distance 0.236

#8 · Ahmednagarcell 4660005495

distance 0.236 · cross-district

#9 · Laturcell 4810002132

distance 0.237 · cross-district

#10 · Laturcell 4810001777

distance 0.241 · cross-district

#11 · Laturcell 4810001808

distance 0.245 · cross-district

#12 · Dharashivcell 4880003814

distance 0.248

#13 · Dharashivcell 4880003404

distance 0.25

#14 · Solapurcell 4960005904

distance 0.254 · cross-district

#15 · Laturcell 4810001352

distance 0.255 · cross-district

#16 · Ahmednagarcell 4660005490

distance 0.255 · cross-district

#17 · Dharashivcell 4880003386

distance 0.255

#18 · Laturcell 4810001007

distance 0.256 · 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":4880002952}}}'

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.