Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003083

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

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001185

distance 0.277 · cross-district

#2 · Dharashivcell 4880002348

distance 0.289

#3 · Solapurcell 4960010339

distance 0.295 · cross-district

#4 · Beedcell 4700001184

distance 0.304 · cross-district

#5 · Laturcell 4810003117

distance 0.306 · cross-district

#6 · Solapurcell 4960005514

distance 0.311 · cross-district

#7 · Dharashivcell 4880002951

distance 0.328

#8 · Laturcell 4810005448

distance 0.337 · cross-district

#9 · Solapurcell 4960010891

distance 0.337 · cross-district

#10 · Dhulecell 4740001149

distance 0.342 · cross-district

#11 · Laturcell 4810001597

distance 0.343 · cross-district

#12 · Dharashivcell 4880003826

distance 0.348

#13 · Jalgaoncell 4780001689

distance 0.355 · cross-district

#14 · Jalnacell 4790003824

distance 0.359 · cross-district

#15 · Nandedcell 4850004734

distance 0.359 · cross-district

#16 · Laturcell 4810003421

distance 0.361 · cross-district

#17 · Sanglicell 4930000221

distance 0.363 · cross-district

#18 · Nandedcell 4850004115

distance 0.363 · 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":4880003083}}}'

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.