Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004927

The MH-36 locality cells most similar to this Parbhani 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

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001461

distance 0.274 · cross-district

#2 · Nandurbarcell 4860005054

distance 0.33 · cross-district

#3 · Hingolicell 4770001785

distance 0.336 · cross-district

#4 · Kolhapurcell 4800006492

distance 0.351 · cross-district

#5 · Sataracell 4940003144

distance 0.365 · cross-district

#6 · Parbhanicell 4890004972

distance 0.388

#7 · Nagpurcell 4840007526

distance 0.39 · cross-district

#8 · Beedcell 4700004798

distance 0.39 · cross-district

#9 · Kolhapurcell 4800000956

distance 0.393 · cross-district

#10 · Nagpurcell 4840001246

distance 0.397 · cross-district

#11 · Buldhanacell 4720005225

distance 0.401 · cross-district

#12 · Hingolicell 4770003059

distance 0.411 · cross-district

#13 · Nandedcell 4850002046

distance 0.421 · cross-district

#14 · Beedcell 4700003297

distance 0.426 · cross-district

#15 · Sataracell 4940003257

distance 0.444 · cross-district

#16 · Sataracell 4940003605

distance 0.444 · cross-district

#17 · Sataracell 4940002810

distance 0.445 · cross-district

#18 · Buldhanacell 4720003442

distance 0.445 · 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":489,"cluster_id":4890004927}}}'

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.