Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000565

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 15 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740001074

distance 0.287 · cross-district

#2 · Akolacell 4670001014

distance 0.289 · cross-district

#3 · Kolhapurcell 4800001778

distance 0.299 · cross-district

#4 · Punecell 4900001907

distance 0.32 · cross-district

#5 · Washimcell 4990000152

distance 0.329 · cross-district

#6 · Jalgaoncell 4780002110

distance 0.34 · cross-district

#7 · Gondiacell 4760002293

distance 0.346 · cross-district

#8 · Sataracell 4940003830

distance 0.349 · cross-district

#9 · Dharashivcell 4880000887

distance 0.352

#10 · Solapurcell 4960000439

distance 0.361 · cross-district

#11 · Ahmednagarcell 4660003156

distance 0.362 · cross-district

#12 · Chandrapurcell 4730002150

distance 0.365 · cross-district

#13 · Solapurcell 4960011133

distance 0.367 · cross-district

#14 · Beedcell 4700007360

distance 0.368 · cross-district

#15 · Punecell 4900001492

distance 0.371 · cross-district

#16 · Hingolicell 4770002972

distance 0.373 · cross-district

#17 · Wardhacell 4980003711

distance 0.377 · cross-district

#18 · Wardhacell 4980003592

distance 0.38 · 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":4880000565}}}'

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.