Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012569

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012775

distance 0.123

#2 · Punecell 4900012843

distance 0.14

#3 · Punecell 4900012774

distance 0.153

#4 · Punecell 4900012568

distance 0.173

#5 · Sataracell 4940006932

distance 0.176 · cross-district

#6 · Ahmednagarcell 4660007003

distance 0.18 · cross-district

#7 · Sataracell 4940007568

distance 0.185 · cross-district

#8 · Punecell 4900002280

distance 0.19

#9 · Sataracell 4940006824

distance 0.193 · cross-district

#10 · Sataracell 4940006931

distance 0.195 · cross-district

#11 · Sataracell 4940007569

distance 0.196 · cross-district

#12 · Sataracell 4940008180

distance 0.198 · cross-district

#13 · Punecell 4900002428

distance 0.2

#14 · Sataracell 4940007037

distance 0.201 · cross-district

#15 · Ahmednagarcell 4660006592

distance 0.201 · cross-district

#16 · Punecell 4900012844

distance 0.203

#17 · Ahmednagarcell 4660006767

distance 0.208 · cross-district

#18 · Sataracell 4940007033

distance 0.21 · 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":4900012569}}}'

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.