Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003167

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005495

distance 0.161

#2 · Punecell 4900002276

distance 0.176

#3 · Punecell 4900002583

distance 0.208

#4 · Sataracell 4940007877

distance 0.213 · cross-district

#5 · Punecell 4900001675

distance 0.22

#6 · Punecell 4900004967

distance 0.222

#7 · Sataracell 4940007345

distance 0.227 · cross-district

#8 · Punecell 4900003166

distance 0.233

#9 · Nashikcell 4870002109

distance 0.242 · cross-district

#10 · Punecell 4900005490

distance 0.243

#11 · Punecell 4900003165

distance 0.247

#12 · Punecell 4900012777

distance 0.25

#13 · Punecell 4900002437

distance 0.25

#14 · Solapurcell 4960007002

distance 0.253 · cross-district

#15 · Ahmednagarcell 4660010019

distance 0.254 · cross-district

#16 · Solapurcell 4960006867

distance 0.255 · cross-district

#17 · Sataracell 4940005410

distance 0.26 · cross-district

#18 · Punecell 4900012714

distance 0.26

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":4900003167}}}'

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.