Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002940

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000795

distance 0.208 · cross-district

#2 · Punecell 4900004465

distance 0.21

#3 · Ahmednagarcell 4660000070

distance 0.213 · cross-district

#4 · Punecell 4900002951

distance 0.218

#5 · Punecell 4900005935

distance 0.234

#6 · Punecell 4900002053

distance 0.238

#7 · Punecell 4900003768

distance 0.238

#8 · Punecell 4900004877

distance 0.239

#9 · Ahmednagarcell 4660000097

distance 0.242 · cross-district

#10 · Punecell 4900001763

distance 0.25

#11 · Punecell 4900005149

distance 0.252

#12 · Punecell 4900006301

distance 0.254

#13 · Jalgaoncell 4780009779

distance 0.256 · cross-district

#14 · Jalgaoncell 4780006697

distance 0.259 · cross-district

#15 · Sataracell 4940003465

distance 0.259 · cross-district

#16 · Jalgaoncell 4780007497

distance 0.267 · cross-district

#17 · Jalgaoncell 4780007110

distance 0.27 · cross-district

#18 · Jalgaoncell 4780006845

distance 0.271 · 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":4900002940}}}'

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.