Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006439

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001848

distance 0.08 · cross-district

#2 · Beedcell 4700001387

distance 0.093 · cross-district

#3 · Ahmednagarcell 4660002012

distance 0.111 · cross-district

#4 · Beedcell 4700000977

distance 0.111 · cross-district

#5 · Beedcell 4700002001

distance 0.117 · cross-district

#6 · Beedcell 4700001839

distance 0.117 · cross-district

#7 · Beedcell 4700003177

distance 0.119 · cross-district

#8 · Beedcell 4700003010

distance 0.137 · cross-district

#9 · Dharashivcell 4880006268

distance 0.137

#10 · Dharashivcell 4880006172

distance 0.139

#11 · Beedcell 4700003018

distance 0.14 · cross-district

#12 · Beedcell 4700002827

distance 0.142 · cross-district

#13 · Beedcell 4700002333

distance 0.143 · cross-district

#14 · Beedcell 4700003178

distance 0.145 · cross-district

#15 · Dharashivcell 4880005330

distance 0.146

#16 · Dharashivcell 4880004764

distance 0.146

#17 · Dharashivcell 4880004757

distance 0.147

#18 · Beedcell 4700002007

distance 0.148 · 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":4880006439}}}'

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.