Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004928

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009222

distance 0.263 · cross-district

#2 · Kolhapurcell 4800005775

distance 0.277 · cross-district

#3 · Sanglicell 4930001911

distance 0.278 · cross-district

#4 · Solapurcell 4960005920

distance 0.282 · cross-district

#5 · Dharashivcell 4880000390

distance 0.283

#6 · Ahmednagarcell 4660011745

distance 0.284 · cross-district

#7 · Beedcell 4700003491

distance 0.286 · cross-district

#8 · Jalnacell 4790004246

distance 0.295 · cross-district

#9 · Sanglicell 4930000658

distance 0.295 · cross-district

#10 · Washimcell 4990000989

distance 0.302 · cross-district

#11 · Sanglicell 4930002219

distance 0.302 · cross-district

#12 · Dharashivcell 4880002486

distance 0.302

#13 · Solapurcell 4960004389

distance 0.303 · cross-district

#14 · Nashikcell 4870005145

distance 0.307 · cross-district

#15 · Sanglicell 4930003737

distance 0.308 · cross-district

#16 · Ahmednagarcell 4660011884

distance 0.315 · cross-district

#17 · Beedcell 4700005977

distance 0.315 · cross-district

#18 · Ahmednagarcell 4660009738

distance 0.321 · 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":4880004928}}}'

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.