Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003196

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004160

distance 0.18

#2 · Punecell 4900002300

distance 0.216

#3 · Sataracell 4940007498

distance 0.23 · cross-district

#4 · Nashikcell 4870001956

distance 0.232 · cross-district

#5 · Punecell 4900001438

distance 0.246

#6 · Punecell 4900002155

distance 0.248

#7 · Sataracell 4940008687

distance 0.251 · cross-district

#8 · Nashikcell 4870001957

distance 0.256 · cross-district

#9 · Nashikcell 4870006764

distance 0.26 · cross-district

#10 · Nashikcell 4870000305

distance 0.261 · cross-district

#11 · Sataracell 4940007789

distance 0.266 · cross-district

#12 · Punecell 4900001836

distance 0.267

#13 · Punecell 4900000797

distance 0.268

#14 · Sataracell 4940008597

distance 0.269 · cross-district

#15 · Sataracell 4940006334

distance 0.271 · cross-district

#16 · Nashikcell 4870013083

distance 0.272 · cross-district

#17 · Sanglicell 4930007067

distance 0.273 · cross-district

#18 · Ahmednagarcell 4660001096

distance 0.273 · 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":4900003196}}}'

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.