Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000053

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000516

distance 0.236

#2 · Punecell 4900000395

distance 0.255

#3 · Punecell 4900003908

distance 0.269

#4 · Punecell 4900000223

distance 0.286

#5 · Sanglicell 4930007168

distance 0.286 · cross-district

#6 · Sataracell 4940004232

distance 0.286 · cross-district

#7 · Kolhapurcell 4800004283

distance 0.289 · cross-district

#8 · Kolhapurcell 4800004365

distance 0.291 · cross-district

#9 · Kolhapurcell 4800003891

distance 0.298 · cross-district

#10 · Punecell 4900000164

distance 0.304

#11 · Solapurcell 4960009377

distance 0.308 · cross-district

#12 · Punecell 4900000705

distance 0.309

#13 · Kolhapurcell 4800005212

distance 0.311 · cross-district

#14 · Sataracell 4940008616

distance 0.312 · cross-district

#15 · Punecell 4900000721

distance 0.313

#16 · Kolhapurcell 4800003532

distance 0.314 · cross-district

#17 · Punecell 4900000834

distance 0.315

#18 · Nashikcell 4870000630

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":490,"cluster_id":4900000053}}}'

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.