Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000781

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008835

distance 0.223 · cross-district

#2 · Punecell 4900000905

distance 0.258

#3 · Punecell 4900000769

distance 0.262

#4 · Kolhapurcell 4800004107

distance 0.265 · cross-district

#5 · Sataracell 4940004354

distance 0.268 · cross-district

#6 · Sataracell 4940006600

distance 0.281 · cross-district

#7 · Punecell 4900001171

distance 0.283

#8 · Punecell 4900002484

distance 0.286

#9 · Nashikcell 4870003389

distance 0.29 · cross-district

#10 · Punecell 4900001842

distance 0.293

#11 · Punecell 4900000903

distance 0.294

#12 · Jalgaoncell 4780009958

distance 0.298 · cross-district

#13 · Punecell 4900001008

distance 0.302

#14 · Sataracell 4940008000

distance 0.306 · cross-district

#15 · Punecell 4900001006

distance 0.307

#16 · Punecell 4900003839

distance 0.318

#17 · Punecell 4900000662

distance 0.319

#18 · Punecell 4900004180

distance 0.321

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":4900000781}}}'

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.