Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012680

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

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012963

distance 0.22

#2 · Punecell 4900011929

distance 0.284

#3 · Nashikcell 4870000975

distance 0.296 · cross-district

#4 · Ahmednagarcell 4660007273

distance 0.305 · cross-district

#5 · Sataracell 4940008077

distance 0.312 · cross-district

#6 · Nashikcell 4870000250

distance 0.329 · cross-district

#7 · Punecell 4900010446

distance 0.332

#8 · Punecell 4900001969

distance 0.34

#9 · Punecell 4900011044

distance 0.34

#10 · Ahmednagarcell 4660009512

distance 0.34 · cross-district

#11 · Nashikcell 4870000150

distance 0.346 · cross-district

#12 · Sataracell 4940006899

distance 0.346 · cross-district

#13 · Punecell 4900010791

distance 0.346

#14 · Nashikcell 4870001064

distance 0.348 · cross-district

#15 · Nashikcell 4870002195

distance 0.349 · cross-district

#16 · Punecell 4900010437

distance 0.36

#17 · Punecell 4900012905

distance 0.365

#18 · Nashikcell 4870000741

distance 0.368 · 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":4900012680}}}'

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.