Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002609

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002526

distance 0.098

#2 · Parbhanicell 4890002602

distance 0.12

#3 · Parbhanicell 4890002608

distance 0.13

#4 · Parbhanicell 4890002279

distance 0.132

#5 · Parbhanicell 4890001704

distance 0.14

#6 · Parbhanicell 4890002522

distance 0.182

#7 · Hingolicell 4770000160

distance 0.183 · cross-district

#8 · Parbhanicell 4890001705

distance 0.185

#9 · Hingolicell 4770000387

distance 0.189 · cross-district

#10 · Parbhanicell 4890003015

distance 0.19

#11 · Parbhanicell 4890001945

distance 0.19

#12 · Jalgaoncell 4780003200

distance 0.192 · cross-district

#13 · Jalgaoncell 4780003839

distance 0.194 · cross-district

#14 · Parbhanicell 4890002604

distance 0.197

#15 · Chandrapurcell 4730004042

distance 0.198 · cross-district

#16 · Parbhanicell 4890001700

distance 0.2

#17 · Hingolicell 4770000397

distance 0.204 · cross-district

#18 · Akolacell 4670000948

distance 0.206 · 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":4890002609}}}'

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.