Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003532

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000974

distance 0.253 · cross-district

#2 · Dharashivcell 4880003531

distance 0.265

#3 · Solapurcell 4960001185

distance 0.28 · cross-district

#4 · Solapurcell 4960011780

distance 0.281 · cross-district

#5 · Solapurcell 4960001292

distance 0.282 · cross-district

#6 · Jalgaoncell 4780001834

distance 0.293 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007777

distance 0.294 · cross-district

#8 · Dharashivcell 4880003596

distance 0.303

#9 · Ahmednagarcell 4660002347

distance 0.305 · cross-district

#10 · Solapurcell 4960008708

distance 0.305 · cross-district

#11 · Solapurcell 4960009217

distance 0.306 · cross-district

#12 · Solapurcell 4960000880

distance 0.306 · cross-district

#13 · Solapurcell 4960008827

distance 0.307 · cross-district

#14 · Sanglicell 4930004586

distance 0.308 · cross-district

#15 · Nagpurcell 4840007571

distance 0.311 · cross-district

#16 · Solapurcell 4960008515

distance 0.312 · cross-district

#17 · Solapurcell 4960011779

distance 0.316 · cross-district

#18 · Solapurcell 4960007053

distance 0.316 · 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":4880003532}}}'

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.