Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000981

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004313

distance 0.232 · cross-district

#2 · Akolacell 4670002340

distance 0.254 · cross-district

#3 · Beedcell 4700000243

distance 0.271 · cross-district

#4 · Dharashivcell 4880000818

distance 0.276

#5 · Akolacell 4670000215

distance 0.288 · cross-district

#6 · Jalgaoncell 4780000491

distance 0.299 · cross-district

#7 · Sanglicell 4930006120

distance 0.304 · cross-district

#8 · Buldhanacell 4720008151

distance 0.305 · cross-district

#9 · Solapurcell 4960001805

distance 0.306 · cross-district

#10 · Punecell 4900001189

distance 0.31 · cross-district

#11 · Sanglicell 4930000259

distance 0.312 · cross-district

#12 · Jalnacell 4790001793

distance 0.316 · cross-district

#13 · Punecell 4900005779

distance 0.317 · cross-district

#14 · Chandrapurcell 4730002702

distance 0.318 · cross-district

#15 · Dharashivcell 4880000982

distance 0.319

#16 · Laturcell 4810001913

distance 0.319 · cross-district

#17 · Chandrapurcell 4730003310

distance 0.321 · cross-district

#18 · Punecell 4900002009

distance 0.326 · 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":4880000981}}}'

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.