Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000041

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000210

distance 0.274

#2 · Jalgaoncell 4780007369

distance 0.293 · cross-district

#3 · Punecell 4900002664

distance 0.299

#4 · Solapurcell 4960008390

distance 0.306 · cross-district

#5 · Nashikcell 4870005548

distance 0.314 · cross-district

#6 · Nandedcell 4850003931

distance 0.316 · cross-district

#7 · Ahmednagarcell 4660000011

distance 0.319 · cross-district

#8 · Sataracell 4940005576

distance 0.324 · cross-district

#9 · Sataracell 4940000324

distance 0.326 · cross-district

#10 · Solapurcell 4960009770

distance 0.327 · cross-district

#11 · Sataracell 4940000087

distance 0.33 · cross-district

#12 · Sataracell 4940000086

distance 0.335 · cross-district

#13 · Solapurcell 4960008590

distance 0.337 · cross-district

#14 · Solapurcell 4960001069

distance 0.343 · cross-district

#15 · Sanglicell 4930004279

distance 0.344 · cross-district

#16 · Sataracell 4940000349

distance 0.348 · cross-district

#17 · Solapurcell 4960009188

distance 0.35 · cross-district

#18 · Sanglicell 4930001184

distance 0.351 · 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":4900000041}}}'

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.