Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004831

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002218

distance 0.139 · cross-district

#2 · Beedcell 4700000545

distance 0.142 · cross-district

#3 · Beedcell 4700000066

distance 0.149 · cross-district

#4 · Laturcell 4810002928

distance 0.153 · cross-district

#5 · Laturcell 4810000640

distance 0.155 · cross-district

#6 · Laturcell 4810002763

distance 0.157 · cross-district

#7 · Dharashivcell 4880006253

distance 0.158

#8 · Laturcell 4810002207

distance 0.16 · cross-district

#9 · Beedcell 4700002546

distance 0.165 · cross-district

#10 · Beedcell 4700002041

distance 0.165 · cross-district

#11 · Beedcell 4700000036

distance 0.165 · cross-district

#12 · Dharashivcell 4880002681

distance 0.167

#13 · Beedcell 4700002065

distance 0.167 · cross-district

#14 · Dharashivcell 4880004558

distance 0.168

#15 · Buldhanacell 4720002567

distance 0.169 · cross-district

#16 · Solapurcell 4960011608

distance 0.169 · cross-district

#17 · Solapurcell 4960010795

distance 0.169 · cross-district

#18 · Laturcell 4810001532

distance 0.171 · 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":4880004831}}}'

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.