Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002877

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002809

distance 0.239

#2 · Dharashivcell 4880003226

distance 0.253

#3 · Dharashivcell 4880003274

distance 0.26

#4 · Dharashivcell 4880003275

distance 0.306

#5 · Sanglicell 4930003974

distance 0.306 · cross-district

#6 · Laturcell 4810000368

distance 0.311 · cross-district

#7 · Sanglicell 4930002780

distance 0.311 · cross-district

#8 · Jalnacell 4790000214

distance 0.312 · cross-district

#9 · Sanglicell 4930002772

distance 0.315 · cross-district

#10 · Dharashivcell 4880002453

distance 0.315

#11 · Dharashivcell 4880003038

distance 0.318

#12 · Sanglicell 4930002949

distance 0.324 · cross-district

#13 · Ahmednagarcell 4660006647

distance 0.327 · cross-district

#14 · Laturcell 4810001294

distance 0.327 · cross-district

#15 · Beedcell 4700003367

distance 0.331 · cross-district

#16 · Sanglicell 4930001588

distance 0.333 · cross-district

#17 · Laturcell 4810002132

distance 0.335 · cross-district

#18 · Laturcell 4810001006

distance 0.338 · 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":4880002877}}}'

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.