Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005717

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005877

distance 0.224

#2 · Dharashivcell 4880004149

distance 0.251

#3 · Dharashivcell 4880005616

distance 0.282

#4 · Beedcell 4700008867

distance 0.282 · cross-district

#5 · Solapurcell 4960005771

distance 0.285 · cross-district

#6 · Dharashivcell 4880005341

distance 0.286

#7 · Beedcell 4700008309

distance 0.288 · cross-district

#8 · Dharashivcell 4880005344

distance 0.289

#9 · Dharashivcell 4880006265

distance 0.291

#10 · Ahmednagarcell 4660005714

distance 0.297 · cross-district

#11 · Beedcell 4700003175

distance 0.3 · cross-district

#12 · Ahmednagarcell 4660006932

distance 0.307 · cross-district

#13 · Beedcell 4700000613

distance 0.309 · cross-district

#14 · Dhulecell 4740002189

distance 0.313 · cross-district

#15 · Beedcell 4700001842

distance 0.317 · cross-district

#16 · Beedcell 4700008868

distance 0.317 · cross-district

#17 · Ahmednagarcell 4660006977

distance 0.32 · cross-district

#18 · Beedcell 4700007568

distance 0.324 · 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":4880005717}}}'

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.