Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004681

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001677

distance 0.196

#2 · Punecell 4900005771

distance 0.2

#3 · Punecell 4900001552

distance 0.215

#4 · Punecell 4900005505

distance 0.217

#5 · Punecell 4900005511

distance 0.221

#6 · Punecell 4900003570

distance 0.222

#7 · Sataracell 4940008823

distance 0.222 · cross-district

#8 · Punecell 4900001401

distance 0.229

#9 · Ahmednagarcell 4660003698

distance 0.229 · cross-district

#10 · Punecell 4900003999

distance 0.231

#11 · Sataracell 4940008706

distance 0.234 · cross-district

#12 · Sataracell 4940008862

distance 0.235 · cross-district

#13 · Sataracell 4940008652

distance 0.235 · cross-district

#14 · Beedcell 4700005172

distance 0.236 · cross-district

#15 · Sataracell 4940007589

distance 0.236 · cross-district

#16 · Punecell 4900006015

distance 0.24

#17 · Ahmednagarcell 4660003759

distance 0.241 · cross-district

#18 · Sataracell 4940007147

distance 0.242 · 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":4900004681}}}'

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.