Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013269

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.366

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012621

distance 0.366

#2 · Nashikcell 4870001055

distance 0.393 · cross-district

#3 · Nashikcell 4870000966

distance 0.44 · cross-district

#4 · Punecell 4900003702

distance 0.447

#5 · Punecell 4900012758

distance 0.479

#6 · Sataracell 4940008050

distance 0.481 · cross-district

#7 · Punecell 4900012692

distance 0.482

#8 · Ahmednagarcell 4660011636

distance 0.483 · cross-district

#9 · Punecell 4900001101

distance 0.483

#10 · Punecell 4900012691

distance 0.499

#11 · Ahmednagarcell 4660011797

distance 0.5 · cross-district

#12 · Sataracell 4940007636

distance 0.502 · cross-district

#13 · Sataracell 4940007845

distance 0.504 · cross-district

#14 · Nandurbarcell 4860000903

distance 0.505 · cross-district

#15 · Sataracell 4940005455

distance 0.508 · cross-district

#16 · Dhulecell 4740005465

distance 0.511 · cross-district

#17 · Nashikcell 4870000502

distance 0.515 · cross-district

#18 · Punecell 4900012690

distance 0.515

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":4900013269}}}'

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.