Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004657

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001537

distance 0.253 · cross-district

#2 · Parbhanicell 4890001461

distance 0.268 · cross-district

#3 · Nandedcell 4850004797

distance 0.282 · cross-district

#4 · Dharashivcell 4880005447

distance 0.283

#5 · Parbhanicell 4890001538

distance 0.289 · cross-district

#6 · Beedcell 4700007208

distance 0.308 · cross-district

#7 · Parbhanicell 4890001317

distance 0.31 · cross-district

#8 · Parbhanicell 4890001462

distance 0.313 · cross-district

#9 · Nandedcell 4850007106

distance 0.313 · cross-district

#10 · Laturcell 4810004317

distance 0.314 · cross-district

#11 · Laturcell 4810005190

distance 0.329 · cross-district

#12 · Solapurcell 4960002878

distance 0.329 · cross-district

#13 · Laturcell 4810006083

distance 0.336 · cross-district

#14 · Solapurcell 4960005451

distance 0.337 · cross-district

#15 · Beedcell 4700004819

distance 0.344 · cross-district

#16 · Solapurcell 4960006258

distance 0.352 · cross-district

#17 · Nandedcell 4850004665

distance 0.357 · cross-district

#18 · Kolhapurcell 4800004811

distance 0.358 · 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":4880004657}}}'

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.