Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003586

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003406

distance 0.114

#2 · Dharashivcell 4880003097

distance 0.132

#3 · Dharashivcell 4880003520

distance 0.14

#4 · Dharashivcell 4880003909

distance 0.172

#5 · Laturcell 4810001860

distance 0.172 · cross-district

#6 · Laturcell 4810000808

distance 0.175 · cross-district

#7 · Laturcell 4810001457

distance 0.18 · cross-district

#8 · Laturcell 4810002592

distance 0.182 · cross-district

#9 · Dharashivcell 4880002668

distance 0.189

#10 · Beedcell 4700005307

distance 0.191 · cross-district

#11 · Laturcell 4810001400

distance 0.194 · cross-district

#12 · Laturcell 4810000732

distance 0.197 · cross-district

#13 · Beedcell 4700004651

distance 0.198 · cross-district

#14 · Dharashivcell 4880004222

distance 0.198

#15 · Laturcell 4810002934

distance 0.198 · cross-district

#16 · Laturcell 4810001456

distance 0.2 · cross-district

#17 · Laturcell 4810001941

distance 0.202 · cross-district

#18 · Beedcell 4700000101

distance 0.203 · 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":4880003586}}}'

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.