Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001097

The MH-36 locality cells most similar to this Pune 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004167

distance 0.198

#2 · Punecell 4900001094

distance 0.203

#3 · Punecell 4900002791

distance 0.218

#4 · Punecell 4900001100

distance 0.221

#5 · Beedcell 4700003127

distance 0.239 · cross-district

#6 · Punecell 4900007141

distance 0.256

#7 · Sanglicell 4930004583

distance 0.272 · cross-district

#8 · Punecell 4900000421

distance 0.273

#9 · Solapurcell 4960000111

distance 0.275 · cross-district

#10 · Punecell 4900002500

distance 0.283

#11 · Akolacell 4670001718

distance 0.284 · cross-district

#12 · Punecell 4900005009

distance 0.285

#13 · Dharashivcell 4880001162

distance 0.287 · cross-district

#14 · Nandedcell 4850003311

distance 0.289 · cross-district

#15 · Punecell 4900002934

distance 0.29

#16 · Beedcell 4700008389

distance 0.29 · cross-district

#17 · Beedcell 4700006007

distance 0.29 · cross-district

#18 · Punecell 4900004279

distance 0.292

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":490,"cluster_id":4900001097}}}'

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.