Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000931

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001056

distance 0.224

#2 · Nashikcell 4870002163

distance 0.268 · cross-district

#3 · Nashikcell 4870004104

distance 0.268 · cross-district

#4 · Nashikcell 4870004847

distance 0.271 · cross-district

#5 · Nashikcell 4870006133

distance 0.273 · cross-district

#6 · Ahmednagarcell 4660004063

distance 0.289 · cross-district

#7 · Nashikcell 4870009354

distance 0.292 · cross-district

#8 · Nashikcell 4870002985

distance 0.295 · cross-district

#9 · Punecell 4900003469

distance 0.295

#10 · Nashikcell 4870004830

distance 0.296 · cross-district

#11 · Ahmednagarcell 4660012307

distance 0.301 · cross-district

#12 · Punecell 4900000928

distance 0.307

#13 · Nashikcell 4870006147

distance 0.309 · cross-district

#14 · Ahmednagarcell 4660012316

distance 0.311 · cross-district

#15 · Nashikcell 4870005851

distance 0.311 · cross-district

#16 · Nashikcell 4870004976

distance 0.312 · cross-district

#17 · Punecell 4900001007

distance 0.313

#18 · Nashikcell 4870009048

distance 0.314 · 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":4900000931}}}'

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.