Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004096

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011959

distance 0.14 · cross-district

#2 · Solapurcell 4960005073

distance 0.155 · cross-district

#3 · Dharashivcell 4880000535

distance 0.17

#4 · Solapurcell 4960007259

distance 0.174 · cross-district

#5 · Dharashivcell 4880003933

distance 0.175

#6 · Dharashivcell 4880003413

distance 0.176

#7 · Beedcell 4700005021

distance 0.179 · cross-district

#8 · Solapurcell 4960007257

distance 0.18 · cross-district

#9 · Solapurcell 4960000384

distance 0.182 · cross-district

#10 · Dharashivcell 4880000602

distance 0.182

#11 · Beedcell 4700003657

distance 0.186 · cross-district

#12 · Dharashivcell 4880000465

distance 0.188

#13 · Solapurcell 4960005377

distance 0.188 · cross-district

#14 · Buldhanacell 4720002785

distance 0.189 · cross-district

#15 · Dharashivcell 4880003800

distance 0.19

#16 · Beedcell 4700005178

distance 0.19 · cross-district

#17 · Solapurcell 4960004939

distance 0.19 · cross-district

#18 · Solapurcell 4960004618

distance 0.191 · 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":4880004096}}}'

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.