Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004843

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006914

distance 0.207 · cross-district

#2 · Sanglicell 4930005380

distance 0.21 · cross-district

#3 · Sanglicell 4930007006

distance 0.217 · cross-district

#4 · Sanglicell 4930007007

distance 0.222 · cross-district

#5 · Sanglicell 4930004714

distance 0.226 · cross-district

#6 · Sataracell 4940007384

distance 0.229 · cross-district

#7 · Punecell 4900002325

distance 0.234

#8 · Sanglicell 4930007014

distance 0.238 · cross-district

#9 · Punecell 4900002154

distance 0.24

#10 · Sanglicell 4930004452

distance 0.24 · cross-district

#11 · Nashikcell 4870008398

distance 0.24 · cross-district

#12 · Sataracell 4940002347

distance 0.242 · cross-district

#13 · Sanglicell 4930007059

distance 0.243 · cross-district

#14 · Sanglicell 4930004457

distance 0.246 · cross-district

#15 · Ahmednagarcell 4660004106

distance 0.25 · cross-district

#16 · Sanglicell 4930007013

distance 0.252 · cross-district

#17 · Beedcell 4700001485

distance 0.255 · cross-district

#18 · Punecell 4900001721

distance 0.255

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":4900004843}}}'

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.