Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002541

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002582

distance 0.209

#2 · Beedcell 4700003048

distance 0.23 · cross-district

#3 · Beedcell 4700001126

distance 0.237 · cross-district

#4 · Beedcell 4700000002

distance 0.244 · cross-district

#5 · Dharashivcell 4880000773

distance 0.252

#6 · Solapurcell 4960009922

distance 0.254 · cross-district

#7 · Sanglicell 4930006421

distance 0.282 · cross-district

#8 · Dharashivcell 4880001955

distance 0.283

#9 · Beedcell 4700005991

distance 0.283 · cross-district

#10 · Laturcell 4810001190

distance 0.291 · cross-district

#11 · Buldhanacell 4720003573

distance 0.293 · cross-district

#12 · Laturcell 4810004035

distance 0.295 · cross-district

#13 · Buldhanacell 4720002728

distance 0.297 · cross-district

#14 · Laturcell 4810000854

distance 0.303 · cross-district

#15 · Dharashivcell 4880006033

distance 0.303

#16 · Nandedcell 4850001677

distance 0.305 · cross-district

#17 · Dharashivcell 4880005472

distance 0.306

#18 · Dharashivcell 4880001820

distance 0.307

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":4880002541}}}'

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.