Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000680

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001041

distance 0.108

#2 · Punecell 4900000926

distance 0.12

#3 · Punecell 4900001031

distance 0.147

#4 · Sataracell 4940007823

distance 0.156 · cross-district

#5 · Punecell 4900001046

distance 0.163

#6 · Sataracell 4940008020

distance 0.166 · cross-district

#7 · Punecell 4900000687

distance 0.166

#8 · Punecell 4900000672

distance 0.167

#9 · Punecell 4900000785

distance 0.168

#10 · Sataracell 4940007809

distance 0.17 · cross-district

#11 · Punecell 4900000489

distance 0.171

#12 · Sataracell 4940008024

distance 0.171 · cross-district

#13 · Punecell 4900000589

distance 0.171

#14 · Punecell 4900000228

distance 0.176

#15 · Punecell 4900003740

distance 0.177

#16 · Punecell 4900000775

distance 0.179

#17 · Punecell 4900000798

distance 0.179

#18 · Solapurcell 4960007904

distance 0.18 · 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":4900000680}}}'

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.