Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001878

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004448

distance 0.134

#2 · Solapurcell 4960008674

distance 0.209 · cross-district

#3 · Solapurcell 4960006641

distance 0.228 · cross-district

#4 · Punecell 4900001305

distance 0.231

#5 · Punecell 4900001195

distance 0.234

#6 · Punecell 4900000468

distance 0.238

#7 · Solapurcell 4960006753

distance 0.24 · cross-district

#8 · Ahmednagarcell 4660011839

distance 0.264 · cross-district

#9 · Punecell 4900004463

distance 0.264

#10 · Kolhapurcell 4800003807

distance 0.266 · cross-district

#11 · Kolhapurcell 4800005126

distance 0.271 · cross-district

#12 · Punecell 4900005008

distance 0.273

#13 · Punecell 4900005140

distance 0.274

#14 · Punecell 4900001485

distance 0.276

#15 · Nashikcell 4870006001

distance 0.279 · cross-district

#16 · Sataracell 4940008304

distance 0.28 · cross-district

#17 · Sanglicell 4930004690

distance 0.282 · cross-district

#18 · Punecell 4900000799

distance 0.282

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":4900001878}}}'

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.