Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000458

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000540

distance 0.25

#2 · Ahmednagarcell 4660012290

distance 0.385 · cross-district

#3 · Sataracell 4940006139

distance 0.392 · cross-district

#4 · Sataracell 4940006671

distance 0.398 · cross-district

#5 · Ahmednagarcell 4660008981

distance 0.406 · cross-district

#6 · Punecell 4900003008

distance 0.417

#7 · Nashikcell 4870002239

distance 0.422 · cross-district

#8 · Punecell 4900000997

distance 0.427

#9 · Sataracell 4940006769

distance 0.431 · cross-district

#10 · Nashikcell 4870008620

distance 0.433 · cross-district

#11 · Sataracell 4940007531

distance 0.451 · cross-district

#12 · Sataracell 4940008057

distance 0.452 · cross-district

#13 · Punecell 4900012773

distance 0.454

#14 · Ahmednagarcell 4660010667

distance 0.455 · cross-district

#15 · Punecell 4900000873

distance 0.463

#16 · Ahmednagarcell 4660010660

distance 0.472 · cross-district

#17 · Sataracell 4940004942

distance 0.474 · cross-district

#18 · Sataracell 4940005564

distance 0.475 · 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":4900000458}}}'

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.