Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007002

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006277

distance 0.177

#2 · Punecell 4900012350

distance 0.204

#3 · Punecell 4900006633

distance 0.226

#4 · Punecell 4900011810

distance 0.227

#5 · Punecell 4900001555

distance 0.231

#6 · Sataracell 4940008307

distance 0.232 · cross-district

#7 · Punecell 4900009907

distance 0.243

#8 · Punecell 4900001421

distance 0.244

#9 · Sataracell 4940008833

distance 0.26 · cross-district

#10 · Ahmednagarcell 4660008735

distance 0.261 · cross-district

#11 · Punecell 4900010631

distance 0.265

#12 · Punecell 4900012356

distance 0.269

#13 · Sataracell 4940007480

distance 0.27 · cross-district

#14 · Punecell 4900012647

distance 0.271

#15 · Ahmednagarcell 4660008207

distance 0.271 · cross-district

#16 · Punecell 4900002882

distance 0.271

#17 · Punecell 4900006026

distance 0.277

#18 · Ahmednagarcell 4660003999

distance 0.28 · 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":4900007002}}}'

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.