Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001297

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009377

distance 0.264 · cross-district

#2 · Kolhapurcell 4800004271

distance 0.27 · cross-district

#3 · Kolhapurcell 4800004352

distance 0.278 · cross-district

#4 · Sataracell 4940004232

distance 0.288 · cross-district

#5 · Punecell 4900000705

distance 0.288

#6 · Jalgaoncell 4780007859

distance 0.295 · cross-district

#7 · Sataracell 4940001056

distance 0.295 · cross-district

#8 · Punecell 4900001842

distance 0.296

#9 · Punecell 4900000395

distance 0.302

#10 · Jalgaoncell 4780004018

distance 0.306 · cross-district

#11 · Kolhapurcell 4800004190

distance 0.309 · cross-district

#12 · Buldhanacell 4720007886

distance 0.313 · cross-district

#13 · Akolacell 4670001386

distance 0.314 · cross-district

#14 · Beedcell 4700005684

distance 0.319 · cross-district

#15 · Sataracell 4940008745

distance 0.319 · cross-district

#16 · Sataracell 4940008530

distance 0.32 · cross-district

#17 · Sataracell 4940008579

distance 0.322 · cross-district

#18 · Parbhanicell 4890002205

distance 0.324 · 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":4900001297}}}'

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.