Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003082

The MH-36 locality cells most similar to this Dharashiv 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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.351

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003785

distance 0.351 · cross-district

#2 · Buldhanacell 4720001644

distance 0.398 · cross-district

#3 · Kolhapurcell 4800004169

distance 0.41 · cross-district

#4 · Kolhapurcell 4800004415

distance 0.412 · cross-district

#5 · Sanglicell 4930002768

distance 0.432 · cross-district

#6 · Buldhanacell 4720003020

distance 0.435 · cross-district

#7 · Jalnacell 4790003964

distance 0.438 · cross-district

#8 · Kolhapurcell 4800004253

distance 0.441 · cross-district

#9 · Laturcell 4810003263

distance 0.456 · cross-district

#10 · Jalnacell 4790003874

distance 0.467 · cross-district

#11 · Nandedcell 4850005061

distance 0.47 · cross-district

#12 · Parbhanicell 4890003011

distance 0.471 · cross-district

#13 · Kolhapurcell 4800004252

distance 0.476 · cross-district

#14 · Amravaticell 4680001307

distance 0.478 · cross-district

#15 · Dharashivcell 4880002950

distance 0.479

#16 · Chhatrapati Sambhajinagarcell 4690002795

distance 0.48 · cross-district

#17 · Jalnacell 4790004047

distance 0.48 · cross-district

#18 · Jalnacell 4790003786

distance 0.483 · 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":488,"cluster_id":4880003082}}}'

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.