Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001562

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001429

distance 0.156

#2 · Punecell 4900001563

distance 0.16

#3 · Sataracell 4940007166

distance 0.17 · cross-district

#4 · Sataracell 4940007712

distance 0.17 · cross-district

#5 · Solapurcell 4960006225

distance 0.181 · cross-district

#6 · Sataracell 4940007293

distance 0.184 · cross-district

#7 · Punecell 4900002471

distance 0.187

#8 · Sataracell 4940007609

distance 0.187 · cross-district

#9 · Punecell 4900001965

distance 0.188

#10 · Solapurcell 4960007774

distance 0.199 · cross-district

#11 · Sataracell 4940007370

distance 0.2 · cross-district

#12 · Sataracell 4940006968

distance 0.201 · cross-district

#13 · Sataracell 4940005283

distance 0.207 · cross-district

#14 · Sataracell 4940004901

distance 0.208 · cross-district

#15 · Sataracell 4940007354

distance 0.209 · cross-district

#16 · Nashikcell 4870007616

distance 0.211 · cross-district

#17 · Punecell 4900003213

distance 0.214

#18 · Ahmednagarcell 4660012467

distance 0.214 · 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":4900001562}}}'

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.