Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004872

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.345

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003228

distance 0.345

#2 · Nashikcell 4870007534

distance 0.349 · cross-district

#3 · Dharashivcell 4880002348

distance 0.357

#4 · Dhulecell 4740001149

distance 0.359 · cross-district

#5 · Sanglicell 4930000349

distance 0.368 · cross-district

#6 · Jalnacell 4790000298

distance 0.378 · cross-district

#7 · Ahmednagarcell 4660012331

distance 0.38 · cross-district

#8 · Beedcell 4700000527

distance 0.389 · cross-district

#9 · Beedcell 4700008567

distance 0.391 · cross-district

#10 · Dharashivcell 4880000695

distance 0.408

#11 · Beedcell 4700001184

distance 0.41 · cross-district

#12 · Dharashivcell 4880003034

distance 0.411

#13 · Sanglicell 4930000830

distance 0.411 · cross-district

#14 · Dhulecell 4740002067

distance 0.412 · cross-district

#15 · Nandedcell 4850002789

distance 0.414 · cross-district

#16 · Ahmednagarcell 4660008447

distance 0.416 · cross-district

#17 · Chandrapurcell 4730004293

distance 0.418 · cross-district

#18 · Beedcell 4700001351

distance 0.418 · 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":4880004872}}}'

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.