Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005103

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005374

distance 0.11

#2 · Punecell 4900001535

distance 0.224

#3 · Sataracell 4940006936

distance 0.227 · cross-district

#4 · Punecell 4900002429

distance 0.237

#5 · Sataracell 4940007044

distance 0.238 · cross-district

#6 · Ahmednagarcell 4660004053

distance 0.241 · cross-district

#7 · Sataracell 4940007478

distance 0.243 · cross-district

#8 · Punecell 4900005501

distance 0.253

#9 · Sataracell 4940007366

distance 0.255 · cross-district

#10 · Punecell 4900002438

distance 0.255

#11 · Ahmednagarcell 4660003519

distance 0.256 · cross-district

#12 · Sataracell 4940007673

distance 0.256 · cross-district

#13 · Punecell 4900001677

distance 0.257

#14 · Sataracell 4940006827

distance 0.258 · cross-district

#15 · Ahmednagarcell 4660003522

distance 0.259 · cross-district

#16 · Punecell 4900005505

distance 0.26

#17 · Sataracell 4940007264

distance 0.265 · cross-district

#18 · Punecell 4900002274

distance 0.265

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":4900005103}}}'

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.