Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005653

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003766

distance 0.148

#2 · Beedcell 4700005142

distance 0.189 · cross-district

#3 · Laturcell 4810000381

distance 0.201 · cross-district

#4 · Beedcell 4700006955

distance 0.21 · cross-district

#5 · Laturcell 4810005755

distance 0.218 · cross-district

#6 · Beedcell 4700005444

distance 0.219 · cross-district

#7 · Sanglicell 4930000239

distance 0.223 · cross-district

#8 · Sanglicell 4930001750

distance 0.226 · cross-district

#9 · Sanglicell 4930001196

distance 0.228 · cross-district

#10 · Sanglicell 4930001080

distance 0.228 · cross-district

#11 · Sanglicell 4930001582

distance 0.231 · cross-district

#12 · Parbhanicell 4890001612

distance 0.236 · cross-district

#13 · Sanglicell 4930000970

distance 0.239 · cross-district

#14 · Hingolicell 4770000248

distance 0.241 · cross-district

#15 · Beedcell 4700008247

distance 0.243 · cross-district

#16 · Beedcell 4700001714

distance 0.243 · cross-district

#17 · Dharashivcell 4880002087

distance 0.246

#18 · Nandedcell 4850004320

distance 0.247 · 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":4880005653}}}'

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.