Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008870

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008985

distance 0.165

#2 · Beedcell 4700002971

distance 0.202 · cross-district

#3 · Punecell 4900007748

distance 0.205

#4 · Beedcell 4700004876

distance 0.213 · cross-district

#5 · Punecell 4900007260

distance 0.215

#6 · Punecell 4900006776

distance 0.215

#7 · Ahmednagarcell 4660001743

distance 0.218 · cross-district

#8 · Punecell 4900003083

distance 0.22

#9 · Punecell 4900006055

distance 0.222

#10 · Punecell 4900001337

distance 0.223

#11 · Ahmednagarcell 4660002791

distance 0.227 · cross-district

#12 · Sanglicell 4930007156

distance 0.228 · cross-district

#13 · Ahmednagarcell 4660001520

distance 0.228 · cross-district

#14 · Punecell 4900004702

distance 0.229

#15 · Punecell 4900003739

distance 0.23

#16 · Punecell 4900004013

distance 0.232

#17 · Punecell 4900006540

distance 0.232

#18 · Beedcell 4700004671

distance 0.236 · 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":4900008870}}}'

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.