Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011137

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003486

distance 0.218 · cross-district

#2 · Ahmednagarcell 4660004222

distance 0.27 · cross-district

#3 · Punecell 4900011054

distance 0.274

#4 · Punecell 4900008960

distance 0.274

#5 · Punecell 4900011811

distance 0.275

#6 · Punecell 4900004254

distance 0.281

#7 · Ahmednagarcell 4660004084

distance 0.282 · cross-district

#8 · Punecell 4900011620

distance 0.289

#9 · Punecell 4900011942

distance 0.29

#10 · Punecell 4900006509

distance 0.29

#11 · Punecell 4900009298

distance 0.297

#12 · Ahmednagarcell 4660003786

distance 0.303 · cross-district

#13 · Punecell 4900008303

distance 0.307

#14 · Ahmednagarcell 4660003550

distance 0.308 · cross-district

#15 · Sataracell 4940008821

distance 0.308 · cross-district

#16 · Sataracell 4940006807

distance 0.311 · cross-district

#17 · Ahmednagarcell 4660004018

distance 0.312 · cross-district

#18 · Punecell 4900009384

distance 0.315

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":4900011137}}}'

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.