Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008021

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008241

distance 0.119

#2 · Punecell 4900008130

distance 0.152

#3 · Punecell 4900008132

distance 0.155

#4 · Punecell 4900008240

distance 0.157

#5 · Punecell 4900008017

distance 0.16

#6 · Punecell 4900008018

distance 0.193

#7 · Punecell 4900008239

distance 0.195

#8 · Punecell 4900008024

distance 0.207

#9 · Punecell 4900008690

distance 0.21

#10 · Punecell 4900008688

distance 0.241

#11 · Punecell 4900009032

distance 0.245

#12 · Punecell 4900008692

distance 0.246

#13 · Punecell 4900008803

distance 0.257

#14 · Punecell 4900009128

distance 0.261

#15 · Punecell 4900008020

distance 0.27

#16 · Punecell 4900008800

distance 0.272

#17 · Punecell 4900008360

distance 0.275

#18 · Punecell 4900009122

distance 0.276

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":4900008021}}}'

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.