Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001844

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002472

distance 0.205

#2 · Dharashivcell 4880001513

distance 0.233

#3 · Dharashivcell 4880004138

distance 0.237

#4 · Laturcell 4810003513

distance 0.243 · cross-district

#5 · Laturcell 4810002682

distance 0.254 · cross-district

#6 · Laturcell 4810001713

distance 0.263 · cross-district

#7 · Laturcell 4810002876

distance 0.264 · cross-district

#8 · Dharashivcell 4880002033

distance 0.267

#9 · Solapurcell 4960012234

distance 0.269 · cross-district

#10 · Laturcell 4810003170

distance 0.269 · cross-district

#11 · Solapurcell 4960011203

distance 0.269 · cross-district

#12 · Laturcell 4810002865

distance 0.271 · cross-district

#13 · Laturcell 4810001265

distance 0.276 · cross-district

#14 · Dharashivcell 4880001847

distance 0.28

#15 · Laturcell 4810002215

distance 0.28 · cross-district

#16 · Jalnacell 4790004143

distance 0.281 · cross-district

#17 · Laturcell 4810001360

distance 0.283 · cross-district

#18 · Parbhanicell 4890001503

distance 0.283 · 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":4880001844}}}'

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.