Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002937

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.356

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002042

distance 0.356

#2 · Sataracell 4940008724

distance 0.409 · cross-district

#3 · Nashikcell 4870006786

distance 0.433 · cross-district

#4 · Punecell 4900001038

distance 0.438

#5 · Nashikcell 4870007826

distance 0.458 · cross-district

#6 · Punecell 4900003028

distance 0.46

#7 · Ahmednagarcell 4660004039

distance 0.461 · cross-district

#8 · Punecell 4900008090

distance 0.476

#9 · Punecell 4900002624

distance 0.485

#10 · Buldhanacell 4720004230

distance 0.495 · cross-district

#11 · Amravaticell 4680004601

distance 0.509 · cross-district

#12 · Ahmednagarcell 4660014192

distance 0.512 · cross-district

#13 · Nandurbarcell 4860004433

distance 0.516 · cross-district

#14 · Nandedcell 4850000865

distance 0.521 · cross-district

#15 · Dhulecell 4740001653

distance 0.522 · cross-district

#16 · Dhulecell 4740004984

distance 0.522 · cross-district

#17 · Punecell 4900002474

distance 0.522

#18 · Punecell 4900002623

distance 0.526

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":4900002937}}}'

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.