Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003624

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007102

distance 0.297 · cross-district

#2 · Punecell 4900005380

distance 0.301

#3 · Sataracell 4940001189

distance 0.305 · cross-district

#4 · Solapurcell 4960003551

distance 0.312 · cross-district

#5 · Nashikcell 4870001659

distance 0.321 · cross-district

#6 · Beedcell 4700002187

distance 0.323 · cross-district

#7 · Washimcell 4990000601

distance 0.325 · cross-district

#8 · Sataracell 4940004848

distance 0.327 · cross-district

#9 · Solapurcell 4960003502

distance 0.328 · cross-district

#10 · Sataracell 4940006965

distance 0.331 · cross-district

#11 · Sataracell 4940006967

distance 0.333 · cross-district

#12 · Sataracell 4940005947

distance 0.337 · cross-district

#13 · Punecell 4900004300

distance 0.337

#14 · Kolhapurcell 4800004866

distance 0.341 · cross-district

#15 · Solapurcell 4960010639

distance 0.343 · cross-district

#16 · Ahmednagarcell 4660001001

distance 0.344 · cross-district

#17 · Parbhanicell 4890002639

distance 0.344 · cross-district

#18 · Buldhanacell 4720005019

distance 0.345 · 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":4900003624}}}'

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.