Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004555

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000282

distance 0.167 · cross-district

#2 · Dharashivcell 4880005406

distance 0.168

#3 · Laturcell 4810000457

distance 0.173 · cross-district

#4 · Sanglicell 4930001908

distance 0.174 · cross-district

#5 · Dharashivcell 4880005028

distance 0.176

#6 · Dharashivcell 4880005768

distance 0.192

#7 · Laturcell 4810003443

distance 0.192 · cross-district

#8 · Laturcell 4810000972

distance 0.194 · cross-district

#9 · Sanglicell 4930002925

distance 0.196 · cross-district

#10 · Dharashivcell 4880004551

distance 0.197

#11 · Laturcell 4810001952

distance 0.198 · cross-district

#12 · Buldhanacell 4720000736

distance 0.199 · cross-district

#13 · Dharashivcell 4880002148

distance 0.2

#14 · Solapurcell 4960009988

distance 0.202 · cross-district

#15 · Laturcell 4810000412

distance 0.202 · cross-district

#16 · Dharashivcell 4880004822

distance 0.203

#17 · Solapurcell 4960011034

distance 0.206 · cross-district

#18 · Laturcell 4810002480

distance 0.206 · 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":4880004555}}}'

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.