Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002733

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012642

distance 0.205

#2 · Sataracell 4940005162

distance 0.254 · cross-district

#3 · Sataracell 4940005768

distance 0.257 · cross-district

#4 · Sataracell 4940008803

distance 0.257 · cross-district

#5 · Punecell 4900005372

distance 0.261

#6 · Sataracell 4940005544

distance 0.265 · cross-district

#7 · Sataracell 4940007670

distance 0.266 · cross-district

#8 · Punecell 4900012430

distance 0.268

#9 · Sanglicell 4930006907

distance 0.268 · cross-district

#10 · Sanglicell 4930007000

distance 0.269 · cross-district

#11 · Punecell 4900012643

distance 0.277

#12 · Nashikcell 4870001934

distance 0.277 · cross-district

#13 · Sataracell 4940005661

distance 0.279 · cross-district

#14 · Sataracell 4940005034

distance 0.28 · cross-district

#15 · Sanglicell 4930006375

distance 0.28 · cross-district

#16 · Punecell 4900012576

distance 0.284

#17 · Ahmednagarcell 4660006859

distance 0.284 · cross-district

#18 · Ahmednagarcell 4660007013

distance 0.289 · 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":4900002733}}}'

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.