Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005869

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005867

distance 0.087

#2 · Dharashivcell 4880004927

distance 0.089

#3 · Dharashivcell 4880004643

distance 0.091

#4 · Dharashivcell 4880005782

distance 0.095

#5 · Dharashivcell 4880005594

distance 0.097

#6 · Beedcell 4700000079

distance 0.098 · cross-district

#7 · Dharashivcell 4880004733

distance 0.101

#8 · Laturcell 4810002208

distance 0.105 · cross-district

#9 · Beedcell 4700000158

distance 0.109 · cross-district

#10 · Dharashivcell 4880005779

distance 0.109

#11 · Dharashivcell 4880005312

distance 0.116

#12 · Dharashivcell 4880005315

distance 0.116

#13 · Dharashivcell 4880005120

distance 0.117

#14 · Laturcell 4810002205

distance 0.119 · cross-district

#15 · Laturcell 4810001861

distance 0.119 · cross-district

#16 · Dharashivcell 4880005121

distance 0.12

#17 · Laturcell 4810000877

distance 0.12 · cross-district

#18 · Beedcell 4700000138

distance 0.122 · 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":4880005869}}}'

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.