Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001013

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000266

distance 0.257

#2 · Punecell 4900000151

distance 0.275

#3 · Sataracell 4940007580

distance 0.278 · cross-district

#4 · Punecell 4900006872

distance 0.287

#5 · Punecell 4900001900

distance 0.287

#6 · Punecell 4900003352

distance 0.291

#7 · Ahmednagarcell 4660012144

distance 0.297 · cross-district

#8 · Punecell 4900001088

distance 0.298

#9 · Punecell 4900005898

distance 0.299

#10 · Punecell 4900000944

distance 0.301

#11 · Sataracell 4940004182

distance 0.302 · cross-district

#12 · Nashikcell 4870002248

distance 0.305 · cross-district

#13 · Punecell 4900001447

distance 0.305

#14 · Punecell 4900000721

distance 0.314

#15 · Nashikcell 4870002247

distance 0.315 · cross-district

#16 · Ahmednagarcell 4660004258

distance 0.315 · cross-district

#17 · Ahmednagarcell 4660011188

distance 0.317 · cross-district

#18 · Ahmednagarcell 4660004266

distance 0.317 · 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":4900001013}}}'

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.